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134 agents

FROM ASKING QUESTIONS TO GETTING THINGS DONE

Meet your next AI teammate.

Find agents for coding, research, support, and everyday operations. Explore what each one does, who it helps, and how to take your first three steps.

Explore 134 agents ↘
A goal. A plan. Tools to act.

WHAT MAKES IT AN AGENT?

An agent can use tools and context across multiple steps. Some are ready to use; others help you build your own. Enterprise platforms and related assistants are labelled separately in their descriptions.

Watch the beginner explanation ↗
New to agents? Understand the types and choose a starting point +
↗

Ready to use

Give an existing agent a task in its own app.

⌘

Build visually

Connect tools and instructions in a no-code or low-code builder.

{ }

Build with code

Use a framework for a custom agent application.

✓

Start small

Try a sample task and review the result before expanding.

FIND AN AGENT FOR YOUR WORK

A useful starting point.

A curated directory of 134 agents and platforms. Each listing links to official sources.

What do the stars mean?

Subjective editorial recommendations, not user votes, hands-on test results, or performance benchmarks. Scores weigh documented task fit (50%), workflow (30%), and accessibility (20%). Each criterion is scored from 1 to 5 and the result is rounded to one decimal. Compare agents within a use case; a coding agent and a customer-support platform solve different problems. Open a listing for its score rationale and sources.

Every agent includes a category and a YouTube learning link. Direct guides or provider-channel tutorials are used where available; other links clearly open a search for that agent.

Category Coding & development

Claude Code

Anthropic · Ready-to-use agent

4.8Editorial

Use an agent in a development workflow to read code, edit files, and run commands.

WHAT YOU CAN DO

Trace a bug across a project and prepare a tested fix.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use an agent in a development workflow to read code, edit files, and run commands.

Who it helps

Developers

Practical use

Trace a bug across a project and prepare a tested fix.

Before you start

A supported Claude Code setup, account access, and local or connected project.

Your first three steps

  1. Follow the provider setup guide and open a test project.
  2. Explain the task and project conventions.
  3. Inspect file edits and command results before committing.

Try this task

Find why this endpoint returns duplicate records. Propose a fix, add a meaningful regression check, and show the changes.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Useful codebase exploration and implementation workflow; command-line and code-review skills improve accessibility.

Task fit 5/5 · Workflow 5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Cursor Agent

Cursor · Ready-to-use agent

4.8Editorial

An editor agent that searches project files, edits code, runs terminal commands, and can check interfaces in a browser.

WHAT YOU CAN DO

Implement a small feature across components and styles.

Coding helpful
▶ Official YouTube tutorials ↗
View details

What this agent does

An editor agent that searches project files, edits code, runs terminal commands, and can check interfaces in a browser.

Who it helps

Developers using an AI editor

Practical use

Implement a small feature across components and styles.

Before you start

A Cursor account, access to the selected model, and a project you can build and review; plan-specific usage allowances apply.

Your first three steps

  1. Open a test project in Cursor and launch Agent with Ctrl+I or Cmd+I.
  2. Describe one bounded change and the project rules it should follow.
  3. Inspect the diff and terminal results; run the affected flow before merging.

Try this task

Add a clear-filters action using the existing design system. Check keyboard access and the empty state.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Integrated project context, editing, command execution, and browser checks aid iteration; model choice, plan limits, and code-review skills still matter. This is an editorial recommendation, not a benchmark result.

Task fit 5/5 · Workflow 4.5/5 · Accessibility 4.5/5

Learning link

Search for this agent in the YouTube channel linked by its provider. Tutorial link source ↗

Official sources: Source 1 ↗ · Source 2 ↗
Reviewed 19 Oct 2026

Visit website ↗
Category Coding & development

OpenAI Codex

OpenAI · Ready-to-use agent

4.8Editorial

Work with a coding agent to understand a codebase, implement changes, and check results.

WHAT YOU CAN DO

Fix a reproducible bug and review the resulting code changes.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Work with a coding agent to understand a codebase, implement changes, and check results.

Who it helps

Developers and technical teams

Practical use

Fix a reproducible bug and review the resulting code changes.

Before you start

A code project and an eligible Codex account or supported API setup.

Your first three steps

  1. Choose a small repository and configure its environment.
  2. Describe one issue with reproduction steps and expected behavior.
  3. Review the diff and run the relevant checks before merging.

Try this task

Reproduce this search-filter bug, implement a minimal fix, and run the project’s relevant tests. Explain the diff.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Broad coding workflows and validation support; effective review still benefits from programming knowledge.

Task fit 5/5 · Workflow 5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 21 Oct 2026

Visit website ↗
Category Automation & operations

n8n AI Agents

n8n · No-code builder

4.7Editorial

Build tool-using agents by connecting a chat model and at least one tool to n8n’s AI Agent node.

WHAT YOU CAN DO

Build a chat agent that retrieves weather or RSS headlines.

Low code
▶ Watch tutorial ↗
View details

What this agent does

Build tool-using agents by connecting a chat model and at least one tool to n8n’s AI Agent node.

Who it helps

Workflow builders

Practical use

Build a chat agent that retrieves weather or RSS headlines.

Before you start

An n8n Cloud or self-hosted environment, credentials for the selected chat model, and configured tool access; model and hosting charges may apply.

Your first three steps

  1. Start with a Chat Trigger and the current AI Agent node; older v1 nodes need migration before n8n 3.0.
  2. Connect a supported chat model and at least one tool, such as a read-only RSS lookup.
  3. Try sample requests and inspect executions before connecting tools that change business records.

Try this task

Fetch headlines from this RSS feed and return five summaries with links. Use the feed tool rather than guessing.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Visual orchestration and inspectable executions suit tool-based workflows; credential setup, hosting, and node-version compatibility add work for beginners.

Task fit 5/5 · Workflow 5/5 · Accessibility 3.5/5

Learning link

Starter tutorial linked for this agent.

Official sources: Source 1 ↗ · Source 2 ↗ · Source 3 ↗
Reviewed 19 Oct 2026

Visit website ↗
Category Automation & operations

Zapier Agents

Zapier · No-code builder

4.7Editorial

Build agents that use connected business apps to carry out defined tasks.

WHAT YOU CAN DO

Triage incoming leads and prepare follow-up drafts.

No code
▶ Official YouTube tutorials ↗
View details

What this agent does

Build agents that use connected business apps to carry out defined tasks.

Who it helps

Small business operations teams

Practical use

Triage incoming leads and prepare follow-up drafts.

Before you start

A Zapier account and access to the apps you intend to connect.

Your first three steps

  1. Choose an agent template or describe one narrow job.
  2. Connect the required apps and specify permitted actions.
  3. Test with sample records before enabling recurring runs.

Try this task

Review these sample leads, classify them by interest, and draft a follow-up for review. Do not send it.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Many connected app workflows and templates; permissions and usage allowances need configuration.

Task fit 4.5/5 · Workflow 5/5 · Accessibility 4.5/5

Learning link

Search for this agent in the YouTube channel linked by its provider. Tutorial link source ↗

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Work & productivity

ChatGPT workspace agents

OpenAI · No-code builder

4.6Editorial

Build and share agents that run repeatable workflows across administrator-approved workplace tools.

WHAT YOU CAN DO

Turn weekly support requests into a report with owners and next steps.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Build and share agents that run repeatable workflows across administrator-approved workplace tools.

Who it helps

Operations teams

Practical use

Turn weekly support requests into a report with owners and next steps.

Before you start

An eligible ChatGPT Business, Enterprise, or Edu workspace with Workspace Agents enabled and the required app permissions.

Your first three steps

  1. Choose a template or define one repeatable job in plain language.
  2. Connect only the required apps, configure approvals, and preview a sample run.
  3. Publish to the permitted audience, then monitor runs and refine the instructions.

Try this task

Summarize this week’s support requests by topic. Cite the source, suggest an owner, and prepare a draft report for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Strong recurring team workflows, scheduling, sharing, and permission controls; eligible workspace and administrator configuration limit casual access.

Task fit 5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗ · Source 2 ↗
Reviewed 21 Oct 2026

Visit website ↗
Category Coding & development

GitHub Copilot coding agent

GitHub · Ready-to-use agent

4.6Editorial

Delegate repository tasks to Copilot and review work in GitHub.

WHAT YOU CAN DO

Turn a clearly scoped issue into a proposed pull request.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Delegate repository tasks to Copilot and review work in GitHub.

Who it helps

GitHub teams

Practical use

Turn a clearly scoped issue into a proposed pull request.

Before you start

GitHub repository permissions and an eligible Copilot setup.

Your first three steps

  1. Enable the supported agent features for a repository.
  2. Write a scoped issue with acceptance criteria and assign the task.
  3. Review the proposed pull request and CI results.

Try this task

Implement the acceptance criteria in this issue. Keep the change focused and include evidence from the relevant checks.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Fits issue-to-review workflows well; repository setup and Copilot eligibility introduce prerequisites.

Task fit 5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗ · Source 2 ↗
Reviewed 21 Oct 2026

Visit website ↗
Category Customer support & CRM

Microsoft Copilot Studio

Microsoft · No-code builder

4.6Editorial

Create organizational agents connected to business knowledge and actions.

WHAT YOU CAN DO

Build an internal onboarding assistant grounded in approved documents.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Create organizational agents connected to business knowledge and actions.

Who it helps

Microsoft-oriented organizations

Practical use

Build an internal onboarding assistant grounded in approved documents.

Before you start

An eligible Microsoft environment, admin permissions, and approved knowledge sources.

Your first three steps

  1. Create a scoped agent and add approved knowledge.
  2. Define the allowed actions and escalation path.
  3. Test employee questions and publish through an approved channel.

Try this task

Answer onboarding questions using only the linked employee handbook. Cite the relevant section and escalate missing answers.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Strong organizational knowledge and action workflows; licensing and tenant setup affect access.

Task fit 5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Work & productivity

Lindy

Lindy · No-code builder

4.5Editorial

Create assistants for recurring workplace tasks using connected tools.

WHAT YOU CAN DO

Prepare meeting briefs from approved context.

No code
▶ Official YouTube tutorials ↗
View details

What this agent does

Create assistants for recurring workplace tasks using connected tools.

Who it helps

Busy professionals and operations teams

Practical use

Prepare meeting briefs from approved context.

Before you start

A Lindy account and permissions for the chosen integrations.

Your first three steps

  1. Pick a relevant assistant or define a single recurring task.
  2. Connect its required tools and set instructions.
  3. Test a sample task and review what it reads and produces.

Try this task

Prepare tomorrow’s meeting brief from the selected calendar event and notes. Highlight missing context.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Approachable recurring workplace assistance; output quality depends on connected context and setup.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4.5/5

Learning link

Search for this agent in the YouTube channel linked by its provider. Tutorial link source ↗

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Replit Agent

Replit · Ready-to-use agent

4.5Editorial

Describe an app and work with an agent to build and iterate on it.

WHAT YOU CAN DO

Create a prototype for an event registration page.

No code
▶ Watch tutorial ↗
View details

What this agent does

Describe an app and work with an agent to build and iterate on it.

Who it helps

Founders and first-time builders

Practical use

Create a prototype for an event registration page.

Before you start

A Replit account; agent usage and deployment may incur charges.

Your first three steps

  1. Describe the app’s users and one core workflow.
  2. Try the generated preview with sample data.
  3. Request focused changes and check costs before deployment.

Try this task

Build an event registration prototype with event details, a form, and a confirmation state. Use sample data first.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

A guided app-building workflow lowers the starting barrier; costs and production review remain considerations.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4.5/5

Learning link

Your first app — Replit AI Foundations, lesson 4 Tutorial link source ↗

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

LangGraph

LangChain · Developer framework

4.4Editorial

A low-level runtime for stateful agents that combines deterministic steps with model-driven decisions, persistence, and human review.

WHAT YOU CAN DO

Build a research workflow with a human review stage.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

A low-level runtime for stateful agents that combines deterministic steps with model-driven decisions, persistence, and human review.

Who it helps

Developers building custom applications

Practical use

Build a research workflow with a human review stage.

Before you start

Programming knowledge and a development environment; connect a model provider when adding model-driven steps. LangChain is optional.

Your first three steps

  1. Install LangGraph in an isolated project and run the official minimal graph example.
  2. Define state, deterministic nodes, and the model or tool calls needed for one task.
  3. Add persistence and a human checkpoint; test interruption and resumption before deployment.

Try this task

Prototype a research workflow: gather sources, draft a summary, pause for review, then produce the final report.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Explicit state, persistence, and human checkpoints fit custom long-running workflows; developers must implement the application logic and operational setup.

Task fit 5/5 · Workflow 4.5/5 · Accessibility 2.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗ · Source 2 ↗
Reviewed 19 Oct 2026

Visit website ↗
Category Customer support & CRM

Salesforce Agentforce

Salesforce · No-code builder

4.4Editorial

Build business agents using Salesforce context, actions, and workflows.

WHAT YOU CAN DO

Prepare a service summary and recommend the next action.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build business agents using Salesforce context, actions, and workflows.

Who it helps

Sales and service teams using Salesforce

Practical use

Prepare a service summary and recommend the next action.

Before you start

A suitable Salesforce organization, permissions, and configured data and actions.

Your first three steps

  1. Choose one sales or service use case in a test environment.
  2. Ground the agent in approved records and actions.
  3. Test with sample cases and review permissions before rollout.

Try this task

Summarize this sample case, cite the relevant CRM context, and suggest a next step for the service representative.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Deep CRM workflow fit; organization setup and licensing make it less accessible to casual users.

Task fit 5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Work & productivity

Gemini agent for work

Google Cloud · Ready-to-use agent

4.4Editorial

A universal enterprise work agent that can plan tasks, use skills and connected systems, and work inside supported productivity tools.

WHAT YOU CAN DO

Prepare a grounded operational brief and draft follow-up work across approved business systems.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

A universal enterprise work agent that can plan tasks, use skills and connected systems, and work inside supported productivity tools.

Who it helps

Organizations using Gemini Enterprise

Practical use

Prepare a grounded operational brief and draft follow-up work across approved business systems.

Before you start

An eligible Gemini Enterprise or Google Workspace deployment configured by an administrator; editions, connectors, regions, and rollout availability vary.

Your first three steps

  1. Ask an administrator which Gemini agent features, data sources, and actions are enabled.
  2. Start with a bounded task and identify the approved business context the agent may use.
  3. Review the plan, sources, permissions, and finished output before allowing external actions.

Try this task

Using only the approved sales and support sources, summarize this week’s risks, cite each source, and draft a follow-up plan for human review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Strong fit for governed cross-application enterprise work and multi-step planning; licensing, administrator setup, connector scope, and rollout availability limit accessibility.

Task fit 4.8/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗ · Source 2 ↗
Reviewed 21 Oct 2026

Visit website ↗
Category Automation & operations

Activepieces

Activepieces · No-code builder

4.4Editorial

Combine AI agents and connected applications to automate work.

WHAT YOU CAN DO

Build a small agent-assisted request-routing workflow.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Combine AI agents and connected applications to automate work.

Who it helps

Automation builders and operations teams

Practical use

Build a small agent-assisted request-routing workflow.

Before you start

A supported hosted or self-managed setup and integration permissions. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Open the current agent or automation builder with sample data.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Classify these sample requests and prepare a routing recommendation with a short explanation.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Build a small agent-assisted request-routing workflow. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

AutoGPT

AutoGPT · Ready-to-use agent

4.4Editorial

A hosted team of AI Experts coordinated by Otto for work such as research, planning, and preparing deliverables.

WHAT YOU CAN DO

Brief a specialist on a weekly project summary and review the draft before it is shared.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

A hosted team of AI Experts coordinated by Otto for work such as research, planning, and preparing deliverables.

Who it helps

People delegating recurring knowledge work

Practical use

Brief a specialist on a weekly project summary and review the draft before it is shared.

Before you start

Access to the current AutoGPT Experts service and any connected apps required for the task; review the available plans and integration permissions.

Your first three steps

  1. Choose an Expert or brief Otto on one concrete outcome.
  2. Provide the relevant project context and connect only the apps that task needs.
  3. Review the first deliverable and required approvals before arranging repeat work.

Try this task

Prepare a draft weekly update using only these approved project notes. Identify decisions, missing information, and proposed next steps; wait for my review before sharing.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Conversational delegation to named specialists reduces workflow-canvas setup; connected-app permissions, plan access, and output review still determine suitability.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Automation & operations

BardeenAgent

Bardeen · No-code builder

4.4Editorial

Use an agent workflow to research and extract structured information from web sources.

WHAT YOU CAN DO

Collect a consistent set of fields from approved public pages.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use an agent workflow to research and extract structured information from web sources.

Who it helps

Research and operations teams

Practical use

Collect a consistent set of fields from approved public pages.

Before you start

A supported Bardeen account or environment and permitted source pages. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Define the data fields and begin with a small set of public source pages.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Extract company name, product category, and source URL from these approved example pages.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Collect a consistent set of fields from approved public pages. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category App & website building

Base44

Base44 · Ready-to-use agent

4.4Editorial

Describe an app and iterate with an AI builder on its working interface and features.

WHAT YOU CAN DO

Create a prototype for a simple request-tracking app.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Describe an app and iterate with an AI builder on its working interface and features.

Who it helps

Nontechnical builders and small teams

Practical use

Create a prototype for a simple request-tracking app.

Before you start

A Base44 account and a defined first workflow. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Describe a small app with sample inputs and outputs.
  2. Describe one user flow, your sample data, and what the first version should do.
  3. Try the generated preview and review functionality and usage costs before publishing.

Try this task

Build a request tracker prototype with status filters and a clear detail view.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create a prototype for a simple request-tracking app. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category App & website building

Bolt

Bolt · Ready-to-use agent

4.4Editorial

Describe a software idea and work with an AI builder to create and iterate on an app.

WHAT YOU CAN DO

Prototype a small internal dashboard.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Describe a software idea and work with an AI builder to create and iterate on an app.

Who it helps

Founders and application prototypers

Practical use

Prototype a small internal dashboard.

Before you start

A Bolt account and sample requirements. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Start a new small project or supported template.
  2. Describe one user flow, your sample data, and what the first version should do.
  3. Try the generated preview and review functionality and usage costs before publishing.

Try this task

Build a dashboard prototype with sample records, search, and a clear empty state.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prototype a small internal dashboard. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category App & website building

Builder.io Agents

Builder.io · Ready-to-use agent

4.4Editorial

Collaborate with AI agents to build product experiences connected to working code.

WHAT YOU CAN DO

Create a branded page or implement a small product interface.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Collaborate with AI agents to build product experiences connected to working code.

Who it helps

Design and product teams

Practical use

Create a branded page or implement a small product interface.

Before you start

A Builder.io workspace and suitable project or design context. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Open a small project and provide the design context.
  2. Describe one user flow, your sample data, and what the first version should do.
  3. Try the generated preview and review functionality and usage costs before publishing.

Try this task

Create this product landing page using our supplied content and design rules, then inspect the preview.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create a branded page or implement a small product interface. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Work & productivity

Claude (formerly Cowork)

Anthropic · Ready-to-use agent

4.4Editorial

Delegate multi-step work involving documents, files, connected tools, and editable deliverables directly from Claude conversations.

WHAT YOU CAN DO

Turn project material into a reviewed briefing, document, or presentation without switching to a separate Cowork area.

No code
▶ Watch tutorial ↗
View details

What this agent does

Delegate multi-step work involving documents, files, connected tools, and editable deliverables directly from Claude conversations.

Who it helps

People working with documents

Practical use

Turn project material into a reviewed briefing, document, or presentation without switching to a separate Cowork area.

Before you start

A supported Claude account. The unified experience began rolling out to Pro and Max plans first; other plan and enterprise availability can vary.

Your first three steps

  1. Open Claude and describe a bounded deliverable with the permitted files or connectors.
  2. Review Claude’s plan and choose when it must ask before taking actions.
  3. Inspect citations and resulting documents or slides before sharing or scheduling the task.

Try this task

Using these project notes, prepare a one-page status briefing with decisions and open questions. Keep source files intact.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Practical document and connected-tool workflows now live in one Claude experience; rollout timing, plan availability, and permissions still affect access.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Getting started with projects in Claude.ai — Anthropic Tutorial link source ↗

Official sources: Source 1 ↗ · Source 2 ↗
Reviewed 21 Oct 2026

Visit website ↗
Category Automation & operations

Dify

Dify · No-code builder

4.4Editorial

Build agentic applications by connecting models, knowledge, tools, and workflow logic.

WHAT YOU CAN DO

Create a knowledge-grounded assistant with a defined tool.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build agentic applications by connecting models, knowledge, tools, and workflow logic.

Who it helps

Workflow designers and developers

Practical use

Create a knowledge-grounded assistant with a defined tool.

Before you start

A hosted or self-managed Dify setup and model credentials. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small agent application through the official getting-started flow.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Answer sample product questions using the approved knowledge source and flag missing answers.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create a knowledge-grounded assistant with a defined tool. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category App & website building

Emergent

Emergent · Ready-to-use agent

4.4Editorial

Work with an AI app-building system to create web or mobile application prototypes.

WHAT YOU CAN DO

Build and test a small end-to-end application idea.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Work with an AI app-building system to create web or mobile application prototypes.

Who it helps

Founders and application builders

Practical use

Build and test a small end-to-end application idea.

Before you start

An Emergent account and sample requirements. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Start with one small user journey in a new project.
  2. Describe one user flow, your sample data, and what the first version should do.
  3. Try the generated preview and review functionality and usage costs before publishing.

Try this task

Create a customer-enquiry prototype with a form, list, and confirmation state.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Build and test a small end-to-end application idea. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

Flowise

Flowise · No-code builder

4.4Editorial

Build AI agents visually by connecting models, tools, and execution components.

WHAT YOU CAN DO

Create a small retrieval-and-tool workflow.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build AI agents visually by connecting models, tools, and execution components.

Who it helps

Teams building visual AI workflows

Practical use

Create a small retrieval-and-tool workflow.

Before you start

A supported Flowise environment and model access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the quickstart and create a small visual agent flow.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Look up a sample product record and return only fields found in that record.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create a small retrieval-and-tool workflow. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category App & website building

Google Stitch

Google · Ready-to-use agent

4.4Editorial

A design agent for generating and iterating interface screens from text, voice, and existing design material.

WHAT YOU CAN DO

Draft several screens for a product idea and refine their layout before implementation.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

A design agent for generating and iterating interface screens from text, voice, and existing design material.

Who it helps

Designers and founders prototyping interfaces

Practical use

Draft several screens for a product idea and refine their layout before implementation.

Before you start

A Google account with Stitch access. Treat it as an experimental design environment; production backend logic and deployment need their own setup.

Your first three steps

  1. Open Stitch and describe the interface or provide reference design material.
  2. Steer the agent while it generates the canvas, then inspect screen layouts and consistency.
  3. Export or share the reviewed design and separately validate the application’s functionality before production.

Try this task

Design a support dashboard with a request list, filters, and an accessible detail panel. Show consistent desktop and mobile layouts for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Conversational iteration and export options support interface exploration; design generation alone does not establish a tested production application.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗ · Source 2 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Automation & operations

Gumloop Agents

Gumloop · No-code builder

4.4Editorial

Build work agents and automations using connected business tools.

WHAT YOU CAN DO

Turn incoming information into a structured working brief.

Low code
▶ Official YouTube tutorials ↗
View details

What this agent does

Build work agents and automations using connected business tools.

Who it helps

Operations teams

Practical use

Turn incoming information into a structured working brief.

Before you start

A Gumloop account and access to the selected integrations. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose a small agent workflow or relevant template.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Summarize these sample requests, classify their topics, and prepare a structured report.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Turn incoming information into a structured working brief. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Search for this agent in the YouTube channel linked by its provider. Tutorial link source ↗

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Jules

Google · Ready-to-use agent

4.4Editorial

Delegate asynchronous coding work on a connected repository.

WHAT YOU CAN DO

Prepare a focused maintenance change while you work elsewhere.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Delegate asynchronous coding work on a connected repository.

Who it helps

Developers with GitHub projects

Practical use

Prepare a focused maintenance change while you work elsewhere.

Before you start

A supported Google account, GitHub repository access, and project setup.

Your first three steps

  1. Connect an appropriate repository and configure the environment.
  2. Describe a small task and review its proposed approach.
  3. Inspect the changes and run your project checks.

Try this task

Find and fix this accessibility issue in the navigation. Preserve existing routes and verify the keyboard flow.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Useful asynchronous repository work; setup and code review are required for reliable adoption.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

Langflow

Langflow · No-code builder

4.4Editorial

Use a low-code builder for agentic and retrieval-based AI applications.

WHAT YOU CAN DO

Prototype a document-grounded agent with a tool.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use a low-code builder for agentic and retrieval-based AI applications.

Who it helps

Developers and low-code builders

Practical use

Prototype a document-grounded agent with a tool.

Before you start

A supported Langflow environment and model configuration. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Open a starter flow and inspect its connected components.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Answer questions from these sample documents and include a source reference.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prototype a document-grounded agent with a tool. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category App & website building

Lovable

Lovable · Ready-to-use agent

4.4Editorial

Use natural-language instructions to build and iterate on software products.

WHAT YOU CAN DO

Create an initial version of a simple business application.

No code
▶ Official YouTube tutorials ↗
View details

What this agent does

Use natural-language instructions to build and iterate on software products.

Who it helps

People validating product ideas

Practical use

Create an initial version of a simple business application.

Before you start

A Lovable account and a clearly scoped app idea. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small project with one core user flow.
  2. Describe one user flow, your sample data, and what the first version should do.
  3. Try the generated preview and review functionality and usage costs before publishing.

Try this task

Build a booking-request prototype with a form, confirmation screen, and sample data.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create an initial version of a simple business application. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Search for this agent in the YouTube channel linked by its provider. Tutorial link source ↗

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

Lyzr Agent Studio

Lyzr · No-code builder

4.4Editorial

Build and deploy agents for business workflows using a managed platform.

WHAT YOU CAN DO

Prototype an internal request-classification agent.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build and deploy agents for business workflows using a managed platform.

Who it helps

Teams moving agent workflows toward deployment

Practical use

Prototype an internal request-classification agent.

Before you start

A Lyzr workspace and approved knowledge and integrations. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Define one business task and create a test agent.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Classify these sample requests, cite the relevant routing rule, and flag ambiguous cases.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prototype an internal request-classification agent. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

Make AI Agents

Make · No-code builder

4.4Editorial

Connect agent reasoning with visual scenarios and business apps.

WHAT YOU CAN DO

Route form submissions into the right downstream workflow.

Low code
▶ Official YouTube tutorials ↗
View details

What this agent does

Connect agent reasoning with visual scenarios and business apps.

Who it helps

People building app automations

Practical use

Route form submissions into the right downstream workflow.

Before you start

A Make account and configured tools or scenarios; check current availability.

Your first three steps

  1. Define a routing goal and build or select supporting tools.
  2. Connect the agent to sample data and clear instructions.
  3. Inspect runs and test unusual inputs before scheduling.

Try this task

Classify each sample form submission and choose the correct routing tool. Explain uncertain decisions.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Combines visual automation and tool use; scenario design adds a learning curve.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Search for this agent in the YouTube channel linked by its provider. Tutorial link source ↗

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Research & browsing

Manus

Manus · Ready-to-use agent

4.4Editorial

Delegate multi-step research and creation tasks from a written brief.

WHAT YOU CAN DO

Compare options and produce a sourced working document.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Delegate multi-step research and creation tasks from a written brief.

Who it helps

Researchers and independent professionals

Practical use

Compare options and produce a sourced working document.

Before you start

A Manus account; check available tools, credits, and regional access.

Your first three steps

  1. Choose one research question and define the output format.
  2. Supply reliable starting sources and a clear scope.
  3. Verify citations and review the final document.

Try this task

Compare three project-management tools for a five-person team. Cite official sources and list unanswered questions.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Broad task delegation is useful for research deliverables; source verification and usage limits affect fit.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

MindStudio

MindStudio · No-code builder

4.4Editorial

Build AI agents that combine instructions and connected workflow capabilities.

WHAT YOU CAN DO

Create a repeatable content-review or research workflow.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build AI agents that combine instructions and connected workflow capabilities.

Who it helps

Operations and content teams

Practical use

Create a repeatable content-review or research workflow.

Before you start

A MindStudio account and the required model or tool access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small agent from an appropriate starting template.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Review this sample brief against our checklist and produce a list of gaps with explanations.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create a repeatable content-review or research workflow. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

monday.com Agent Factory

monday.com · No-code builder

4.4Editorial

Create and manage agents in a standalone agent-building product.

WHAT YOU CAN DO

Build an agent for a narrowly defined recurring task.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Create and manage agents in a standalone agent-building product.

Who it helps

Business teams exploring custom agents

Practical use

Build an agent for a narrowly defined recurring task.

Before you start

An Agent Factory account and the data or tools required by the workflow. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create an agent in Agent Factory and describe one role.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Read these sample project updates and draft a concise summary of blockers and next actions.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Build an agent for a narrowly defined recurring task. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

Relevance AI

Relevance AI · No-code builder

4.4Editorial

Build and coordinate agents with tools for business workflows.

WHAT YOU CAN DO

Create an agent that classifies and routes incoming requests.

Low code
▶ Official YouTube tutorials ↗
View details

What this agent does

Build and coordinate agents with tools for business workflows.

Who it helps

Operations teams designing agent workflows

Practical use

Create an agent that classifies and routes incoming requests.

Before you start

A Relevance AI account, workflow knowledge, and relevant tool credentials.

Your first three steps

  1. Define an agent role and a small set of tools.
  2. Specify routing rules and an example input and output.
  3. Test edge cases before connecting live business records.

Try this task

Categorize these sample requests as billing, technical, or general, and suggest the right team with a reason.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Flexible agent and tool composition; designing dependable routing requires setup and testing.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Search for this agent in the YouTube channel linked by its provider. Tutorial link source ↗

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

Sim

Sim · No-code builder

4.4Editorial

Build, distribute, and govern agents in a shared AI workspace.

WHAT YOU CAN DO

Create an agent that produces a repeatable operational summary.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build, distribute, and govern agents in a shared AI workspace.

Who it helps

Teams designing repeatable workflows

Practical use

Create an agent that produces a repeatable operational summary.

Before you start

A Sim workspace and access to the required models and tools. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small agent workflow in a test workspace.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Create a weekly summary from these sample records with totals, exceptions, and source links.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create an agent that produces a repeatable operational summary. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

StackAI

StackAI · No-code builder

4.4Editorial

Build enterprise AI agents connected to organizational knowledge and tools.

WHAT YOU CAN DO

Create a scoped internal document assistant.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build enterprise AI agents connected to organizational knowledge and tools.

Who it helps

Enterprise workflow teams

Practical use

Create a scoped internal document assistant.

Before you start

A StackAI environment and approved organizational data access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose an internal use case and create a test agent.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Summarize these approved policy documents and link each main point to its source.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create a scoped internal document assistant. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Work & productivity

Taskade AI Agents

Taskade · No-code builder

4.4Editorial

Create agents with workspace knowledge, instructions, and connected tools.

WHAT YOU CAN DO

Turn project notes into a proposed task list.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Create agents with workspace knowledge, instructions, and connected tools.

Who it helps

Teams managing tasks and content

Practical use

Turn project notes into a proposed task list.

Before you start

A Taskade workspace and relevant projects or documents.

Your first three steps

  1. Choose a template or describe an agent’s role.
  2. Attach the project knowledge and define commands.
  3. Try it on a sample project and review its proposed updates.

Try this task

Extract action items from these notes with suggested owners and deadlines. Mark inferred deadlines clearly.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Workspace context and agent templates help first-time builders; fit depends on the Taskade workflow.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 4.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category App & website building

v0

Vercel · Ready-to-use agent

4.4Editorial

Generate and refine working web applications through an AI development interface.

WHAT YOU CAN DO

Prototype an interactive page and inspect its code.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Generate and refine working web applications through an AI development interface.

Who it helps

Product teams and web developers

Practical use

Prototype an interactive page and inspect its code.

Before you start

A v0 account and sample design requirements. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Start a new task or adapt a relevant template.
  2. Describe one user flow, your sample data, and what the first version should do.
  3. Try the generated preview and review functionality and usage costs before publishing.

Try this task

Create an accessible directory page with categories, search, and compact cards using sample data.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prototype an interactive page and inspect its code. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

VectorShift

VectorShift · No-code builder

4.4Editorial

Build AI workflows with models, knowledge, and connected actions.

WHAT YOU CAN DO

Prototype a research or support agent using approved sources.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build AI workflows with models, knowledge, and connected actions.

Who it helps

Low-code application builders

Practical use

Prototype a research or support agent using approved sources.

Before you start

A VectorShift workspace and configured model or connector access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Start with a small workflow and one approved source.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Use the connected source to answer this sample question and identify any missing information.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prototype a research or support agent using approved sources. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Customer support & CRM

Ada AI Agents

Ada · No-code builder

4.3Editorial

Deploy enterprise customer-service agents using business knowledge and configured actions.

WHAT YOU CAN DO

Answer routine product-support questions and route exceptions.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Deploy enterprise customer-service agents using business knowledge and configured actions.

Who it helps

Enterprise customer-service teams

Practical use

Answer routine product-support questions and route exceptions.

Before you start

An Ada deployment with approved support knowledge and integrations. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose a bounded support scenario in a test deployment.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Answer this sample account-support question from the approved content and explain any uncertainty.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Answer routine product-support questions and route exceptions. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Aider

Aider contributors · Ready-to-use agent

4.3Editorial

Work with an AI pair programmer in the terminal on an existing codebase.

WHAT YOU CAN DO

Make a small code change while tracking it in Git.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Work with an AI pair programmer in the terminal on an existing codebase.

Who it helps

Developers comfortable with terminal workflows

Practical use

Make a small code change while tracking it in Git.

Before you start

Aider installed, a Git repository, and supported model access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Install Aider following its guide and open a test Git repository.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Refactor this function for clearer error handling while preserving its public behavior.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Make a small code change while tracking it in Git. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Amazon Q Developer

AWS · Ready-to-use agent

4.3Editorial

Use developer assistance with agentic capabilities for software tasks and AWS workflows.

WHAT YOU CAN DO

Investigate project code and prepare an implementation plan.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use developer assistance with agentic capabilities for software tasks and AWS workflows.

Who it helps

Developers working with AWS tooling

Practical use

Investigate project code and prepare an implementation plan.

Before you start

An eligible AWS identity, supported developer tooling, and project permissions. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Configure Q Developer in a supported development interface.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Explain this AWS integration and propose a focused fix for its error handling.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Investigate project code and prepare an implementation plan. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Enterprise & knowledge

Amazon Quick

AWS · No-code builder

4.3Editorial

Use an AI assistant and agentic workspace to connect research, knowledge, and business work.

WHAT YOU CAN DO

Produce a sourced brief from approved enterprise information.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use an AI assistant and agentic workspace to connect research, knowledge, and business work.

Who it helps

Teams evaluating AWS workplace AI

Practical use

Produce a sourced brief from approved enterprise information.

Before you start

An eligible Amazon Quick environment and configured data access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Select a small knowledge-work task in a test workspace.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Prepare a sourced summary of these approved records and highlight unresolved questions.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Produce a sourced brief from approved enterprise information. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Coding & development

Amp

Amp · Ready-to-use agent

4.3Editorial

Delegate codebase work to a coding agent integrated with a development environment.

WHAT YOU CAN DO

Trace an issue and implement a focused change.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Delegate codebase work to a coding agent integrated with a development environment.

Who it helps

Software developers

Practical use

Trace an issue and implement a focused change.

Before you start

An Amp account or supported setup and a code project. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the official Amp setup and select a small repository.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Locate the cause of duplicate results and prepare a minimal fix with a regression check.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Trace an issue and implement a focused change. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Enterprise & knowledge

Asana AI Studio

Asana · No-code builder

4.3Editorial

Build AI-powered agent workflows around work managed in Asana.

WHAT YOU CAN DO

Triage incoming work and prepare consistent task summaries.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build AI-powered agent workflows around work managed in Asana.

Who it helps

Teams managing projects in Asana

Practical use

Triage incoming work and prepare consistent task summaries.

Before you start

An eligible Asana environment and suitable workflow permissions. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose a small project intake process in AI Studio.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Classify these sample work requests and propose a clear task summary and suggested owner.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Triage incoming work and prepare consistent task summaries. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Enterprise & knowledge

Atlassian Rovo Agents

Atlassian · No-code builder

4.3Editorial

Use agents grounded in organizational knowledge for connected workplace tasks.

WHAT YOU CAN DO

Prepare a project brief from Jira and Confluence context.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use agents grounded in organizational knowledge for connected workplace tasks.

Who it helps

Teams working in the Atlassian ecosystem

Practical use

Prepare a project brief from Jira and Confluence context.

Before you start

An eligible Atlassian environment and permitted connected sources. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose an appropriate Rovo agent or configure a small role.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Draft a project briefing from the selected issues and pages, citing each important claim.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prepare a project brief from Jira and Confluence context. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Finance & Accounting

Auditoria.AI Finance Agents

Auditoria.AI · Ready-to-use agent

4.3Editorial

Deploy agents for recurring finance operations across payable and receivable workflows.

WHAT YOU CAN DO

Triage finance-inbox requests and prepare a structured response or handoff.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Deploy agents for recurring finance operations across payable and receivable workflows.

Who it helps

Finance and accounting teams

Practical use

Triage finance-inbox requests and prepare a structured response or handoff.

Before you start

An Auditoria.AI environment with approved business integrations and workflow permissions. Confirm country support, integration compatibility, and current pricing with the provider.

Your first three steps

  1. Select one finance-inbox or cash-cycle use case in a test environment.
  2. Configure the required source records, finance policies, permissions, and approval checkpoints.
  3. Test with sample records, reconcile outputs with source data, and review exceptions before wider use.

Try this task

Using only the supplied sample records and approved policy, triage finance-inbox requests and prepare a structured response or handoff. Cite the source records and mark missing or ambiguous information. Prepare a draft for human review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

The documented finance workflow supports this example: Triage finance-inbox requests and prepare a structured response or handoff. Data quality, integrations, regional eligibility, and approval setup affect access.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Coding & development

Augment Code

Augment Code · Ready-to-use agent

4.3Editorial

Use agentic software-development tooling with codebase context.

WHAT YOU CAN DO

Investigate a cross-file bug and prepare a scoped fix.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use agentic software-development tooling with codebase context.

Who it helps

Developers working in established codebases

Practical use

Investigate a cross-file bug and prepare a scoped fix.

Before you start

A supported Augment setup and authorized project access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Configure Augment for a small repository before a larger rollout.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Trace this bug across the relevant modules and implement a minimal fix.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Investigate a cross-file bug and prepare a scoped fix. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Finance & Accounting

Booke AI Bookkeeper

Booke AI · Ready-to-use agent

4.3Editorial

Use an AI bookkeeping assistant with supported accounting integrations.

WHAT YOU CAN DO

Propose transaction categories and identify entries needing an accountant’s review.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use an AI bookkeeping assistant with supported accounting integrations.

Who it helps

Finance and accounting teams

Practical use

Propose transaction categories and identify entries needing an accountant’s review.

Before you start

A Booke AI account and a supported accounting environment such as QuickBooks or Xero. Confirm country support, integration compatibility, and current pricing with the provider.

Your first three steps

  1. Connect a suitable test accounting dataset using the official onboarding guide.
  2. Configure the required source records, finance policies, permissions, and approval checkpoints.
  3. Test with sample records, reconcile outputs with source data, and review exceptions before wider use.

Try this task

Using only the supplied sample records and approved policy, propose transaction categories and identify entries needing an accountant’s review. Cite the source records and mark missing or ambiguous information. Prepare a draft for human review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

The documented finance workflow supports this example: Propose transaction categories and identify entries needing an accountant’s review. Data quality, integrations, regional eligibility, and approval setup affect access.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Customer support & CRM

Botpress

Botpress · No-code builder

4.3Editorial

Build customer-support agents with knowledge and connected workflow capabilities.

WHAT YOU CAN DO

Create a support assistant that gathers essential case information.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build customer-support agents with knowledge and connected workflow capabilities.

Who it helps

Support operations and automation teams

Practical use

Create a support assistant that gathers essential case information.

Before you start

A Botpress workspace and approved knowledge and integrations. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small support agent and attach an approved FAQ.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Collect the essential details of this sample issue and prepare a concise handoff summary.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Create a support assistant that gathers essential case information. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Finance & Accounting

Brex Audit Agent

Brex · Ready-to-use agent

4.3Editorial

Use an audit agent to monitor business expenses against configured internal policies.

WHAT YOU CAN DO

Classify potential expense-policy violations and prepare a review summary.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use an audit agent to monitor business expenses against configured internal policies.

Who it helps

Finance and accounting teams

Practical use

Classify potential expense-policy violations and prepare a review summary.

Before you start

An eligible Brex business environment and approved expense-policy configuration. Confirm country support, integration compatibility, and current pricing with the provider.

Your first three steps

  1. Review the current agent availability and configure a test expense-policy workflow.
  2. Configure the required source records, finance policies, permissions, and approval checkpoints.
  3. Test with sample records, reconcile outputs with source data, and review exceptions before wider use.

Try this task

Using only the supplied sample records and approved policy, classify potential expense-policy violations and prepare a review summary. Cite the source records and mark missing or ambiguous information. Prepare a draft for human review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

The documented finance workflow supports this example: Classify potential expense-policy violations and prepare a review summary. Data quality, integrations, regional eligibility, and approval setup affect access.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Customer support & CRM

Chatbase AI Agents

Chatbase · No-code builder

4.3Editorial

Build support agents grounded in your approved content and connected tools.

WHAT YOU CAN DO

Answer FAQs and hand off questions that need a person.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Build support agents grounded in your approved content and connected tools.

Who it helps

Support teams

Practical use

Answer FAQs and hand off questions that need a person.

Before you start

An account, approved source content and a plan suitable for the intended deployment.

Your first three steps

  1. Create a test assistant with a small FAQ source.
  2. Ask questions with known answers and missing facts.
  3. Check answers and configure escalation before publishing.

Try this task

Answer FAQs and hand off questions that need a person. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

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Category Work & productivity

ChatGPT Work

OpenAI · Ready-to-use agent

4.3Editorial

An agentic workspace for creating documents, analyses and other deliverables with connected tools and context.

WHAT YOU CAN DO

Research a small topic and prepare a draft with source references.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

An agentic workspace for creating documents, analyses and other deliverables with connected tools and context.

Who it helps

Knowledge workers

Practical use

Research a small topic and prepare a draft with source references.

Before you start

ChatGPT access with feature availability depending on the plan, platform and workspace settings.

Your first three steps

  1. Choose a small task and identify allowed sources.
  2. Review requested permissions and planned actions.
  3. Check the draft and approve consequential steps yourself.

Try this task

Research a small topic and prepare a draft with source references. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

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Category Enterprise & knowledge

ClickUp Super Agents

ClickUp · No-code builder

4.3Editorial

Create agents with workspace context to perform multi-step project workflows.

WHAT YOU CAN DO

Identify project blockers and prepare a progress briefing.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Create agents with workspace context to perform multi-step project workflows.

Who it helps

Teams coordinating work in ClickUp

Practical use

Identify project blockers and prepare a progress briefing.

Before you start

An eligible ClickUp workspace with required AI features and permissions. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the official Super Agent setup for a small project.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Review these sample tasks and draft a status update with blockers, owners, and missing information.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Identify project blockers and prepare a progress briefing. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Coding & development

Cline

Cline · Ready-to-use agent

4.3Editorial

Use an open agent runtime through a coding interface to inspect projects and carry out development tasks.

WHAT YOU CAN DO

Diagnose a failing command and prepare a focused code fix.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use an open agent runtime through a coding interface to inspect projects and carry out development tasks.

Who it helps

Developers who want configurable coding tools

Practical use

Diagnose a failing command and prepare a focused code fix.

Before you start

A supported Cline interface and configured model access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the official setup for your chosen Cline interface.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Find why this test fails, propose a focused fix, and show the command results.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Diagnose a failing command and prepare a focused code fix. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Coding & development

Codebuff

Codebuff · Ready-to-use agent

4.3Editorial

Use terminal-based AI coding assistance to inspect and modify a project.

WHAT YOU CAN DO

Complete a small multi-file coding task.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use terminal-based AI coding assistance to inspect and modify a project.

Who it helps

Developers using command-line workflows

Practical use

Complete a small multi-file coding task.

Before you start

A supported Codebuff setup and project environment. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the official setup and open a test repository.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Add this CLI option using the existing conventions and verify its help text and behavior.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Complete a small multi-file coding task. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Coding & development

CodeRabbit

CodeRabbit · Ready-to-use agent

4.3Editorial

Use agentic code-review tooling to examine proposed software changes.

WHAT YOU CAN DO

Identify actionable issues in a pull request before merging.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use agentic code-review tooling to examine proposed software changes.

Who it helps

Teams reviewing agent-generated or human-written code

Practical use

Identify actionable issues in a pull request before merging.

Before you start

A supported CodeRabbit integration and repository permissions. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Install the provider integration on an appropriate test repository.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Review this pull request and distinguish actionable bugs from optional style suggestions.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Identify actionable issues in a pull request before merging. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Finance & Accounting

Datarails AI Finance Agents

Datarails · No-code builder

4.3Editorial

Use finance-focused agents for strategy, planning, and reporting with connected organizational data.

WHAT YOU CAN DO

Prepare a budget-versus-actual briefing with clear source references and assumptions.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use finance-focused agents for strategy, planning, and reporting with connected organizational data.

Who it helps

Finance and accounting teams

Practical use

Prepare a budget-versus-actual briefing with clear source references and assumptions.

Before you start

An eligible Datarails environment with approved financial data and integrations. Confirm country support, integration compatibility, and current pricing with the provider.

Your first three steps

  1. Select one supported finance-agent task and a small, verified dataset.
  2. Configure the required source records, finance policies, permissions, and approval checkpoints.
  3. Test with sample records, reconcile outputs with source data, and review exceptions before wider use.

Try this task

Using only the supplied sample records and approved policy, prepare a budget-versus-actual briefing with clear source references and assumptions. Cite the source records and mark missing or ambiguous information. Prepare a draft for human review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

The documented finance workflow supports this example: Prepare a budget-versus-actual briefing with clear source references and assumptions. Data quality, integrations, regional eligibility, and approval setup affect access.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Customer support & CRM

Decagon

Decagon · No-code builder

4.3Editorial

Deploy AI customer-service agents around company-specific support workflows.

WHAT YOU CAN DO

Provide consistent responses to a defined class of support requests.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Deploy AI customer-service agents around company-specific support workflows.

Who it helps

Customer-experience teams

Practical use

Provide consistent responses to a defined class of support requests.

Before you start

A Decagon deployment and approved support content and integrations. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Configure one support use case with representative example conversations.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Resolve this sample support question from the approved policy and record the reason for the answer.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Provide consistent responses to a defined class of support requests. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Coding & development

Devin

Cognition · Ready-to-use agent

4.3Editorial

Delegate software engineering tasks to an agent working in a configured environment.

WHAT YOU CAN DO

Tackle a contained maintenance task with a reviewable result.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Delegate software engineering tasks to an agent working in a configured environment.

Who it helps

Engineering teams

Practical use

Tackle a contained maintenance task with a reviewable result.

Before you start

A Devin account, project access, and a configured development environment.

Your first three steps

  1. Connect a suitable repository and document setup commands.
  2. Give one task with acceptance criteria and constraints.
  3. Follow progress and review the resulting diff and checks.

Try this task

Update this project’s deprecated API usage without changing public behavior. Run the affected checks and summarize remaining risks.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Designed for delegated engineering tasks; environment setup and team access add friction.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Coding & development

Devin Desktop (formerly Windsurf)

Cognition · Ready-to-use agent

4.3Editorial

Manage local and cloud coding agents from an editor-based workspace, formerly Windsurf.

WHAT YOU CAN DO

Plan and review a small feature across agent sessions.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Manage local and cloud coding agents from an editor-based workspace, formerly Windsurf.

Who it helps

Developers coordinating coding work

Practical use

Plan and review a small feature across agent sessions.

Before you start

A supported desktop environment and a configured code project. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Install Devin Desktop and open a small repository.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Implement a search box for this sample app. Show the plan, reviewable changes, and checks.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Plan and review a small feature across agent sessions. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

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Category Voice & communication

ElevenLabs Agents

ElevenLabs · No-code builder

4.3Editorial

Build voice and chat agents that use configured knowledge and tools.

WHAT YOU CAN DO

Prototype a spoken FAQ assistant.

Low code
▶ Official YouTube tutorials ↗
View details

What this agent does

Build voice and chat agents that use configured knowledge and tools.

Who it helps

Teams building voice and chat experiences

Practical use

Prototype a spoken FAQ assistant.

Before you start

An ElevenLabs account with required agent, model, and channel access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a test agent and supply a small approved FAQ.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Answer common setup questions conversationally and escalate when the FAQ does not contain the answer.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Prototype a spoken FAQ assistant. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Search for this agent in the YouTube channel linked by its provider. Tutorial link source ↗

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

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Category Coding & development

Factory Droids

Factory · Ready-to-use agent

4.3Editorial

Use software-development agents to carry out tasks across a development workflow.

WHAT YOU CAN DO

Delegate a focused implementation task with a reviewable result.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use software-development agents to carry out tasks across a development workflow.

Who it helps

Engineering teams

Practical use

Delegate a focused implementation task with a reviewable result.

Before you start

A Factory account or supported environment and project access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the official Droids onboarding with a sample project.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Implement this issue, record assumptions, and provide the resulting diff and checks.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Delegate a focused implementation task with a reviewable result. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Customer support & CRM

Fin AI Agent

Intercom · Ready-to-use agent

4.3Editorial

Use a customer service agent grounded in your support content.

WHAT YOU CAN DO

Answer common product questions and hand off unresolved cases.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Use a customer service agent grounded in your support content.

Who it helps

Customer support teams

Practical use

Answer common product questions and hand off unresolved cases.

Before you start

A supported helpdesk setup and current, approved support content.

Your first three steps

  1. Connect the helpdesk and curate support knowledge.
  2. Configure handoff rules and test representative questions.
  3. Review resolution quality before wider rollout.

Try this task

Answer this sample setup question from our help center. If the documentation does not cover it, hand it to a human.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused customer-support workflow; helpdesk configuration and reliable knowledge content are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Customer support & CRM

Forethought

Forethought · No-code builder

4.3Editorial

Use AI agents for customer-service resolution and support workflows.

WHAT YOU CAN DO

Triage and answer recurring support requests.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use AI agents for customer-service resolution and support workflows.

Who it helps

Customer support operations teams

Practical use

Triage and answer recurring support requests.

Before you start

A supported Forethought setup with knowledge and helpdesk access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose a narrow support process and supply verified knowledge.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Categorize this sample ticket and draft an answer grounded in the relevant support article.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Triage and answer recurring support requests. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Customer support & CRM

Freddy AI Agent

Freshworks · No-code builder

4.3Editorial

Use an AI support agent that can answer questions and perform configured service actions.

WHAT YOU CAN DO

Resolve a common customer query using approved support context.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use an AI support agent that can answer questions and perform configured service actions.

Who it helps

Teams using Freshworks customer support

Practical use

Resolve a common customer query using approved support context.

Before you start

An eligible Freshdesk or supported Freshworks setup and curated knowledge. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Configure the agent in a test support workflow.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Answer this sample order question from the supplied support content and identify when a person should take over.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Resolve a common customer query using approved support context. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Gemini CLI

Google · Ready-to-use agent

4.3Editorial

Use a terminal-based agent to inspect code and work through development tasks.

WHAT YOU CAN DO

Understand a repository and carry out a small change from the command line.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use a terminal-based agent to inspect code and work through development tasks.

Who it helps

Developers using terminal tools

Practical use

Understand a repository and carry out a small change from the command line.

Before you start

A supported runtime, Gemini CLI setup, and eligible model access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the official installation guide and open a sample repository.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Inspect this package, summarize its entry points, and add a meaningful check for this bug.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Understand a repository and carry out a small change from the command line. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Research & browsing

Genspark

Genspark · Ready-to-use agent

4.3Editorial

Use an AI workspace for research and generated work products.

WHAT YOU CAN DO

Turn source material into an initial presentation outline.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Use an AI workspace for research and generated work products.

Who it helps

People preparing research and presentations

Practical use

Turn source material into an initial presentation outline.

Before you start

A Genspark account; check current agent features and usage credits.

Your first three steps

  1. Pick a research or creation task in the workspace.
  2. Provide your audience, sources, and desired output.
  3. Check factual claims and revise the generated work.

Try this task

Create a presentation outline explaining our public product documentation to new customers. Link the source for each major claim.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Combines research and creation tasks; specific capabilities and credits depend on the chosen workflow.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Enterprise & knowledge

Glean Agents

Glean · No-code builder

4.3Editorial

Build and orchestrate enterprise agents grounded in connected company context.

WHAT YOU CAN DO

Prepare a sourced internal project briefing.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build and orchestrate enterprise agents grounded in connected company context.

Who it helps

Organizations with connected enterprise knowledge

Practical use

Prepare a sourced internal project briefing.

Before you start

A Glean environment with administrator-approved knowledge connectors. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose one team use case and create a test agent.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Prepare a project briefing from the approved sources, with owners, blockers, and links.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prepare a sourced internal project briefing. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Google Antigravity

Google · Ready-to-use agent

4.3Editorial

Use an agent-oriented development environment to plan, implement, and review software work.

WHAT YOU CAN DO

Prototype a small application flow with reviewable artifacts.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use an agent-oriented development environment to plan, implement, and review software work.

Who it helps

Developers exploring agent-oriented development

Practical use

Prototype a small application flow with reviewable artifacts.

Before you start

A supported Antigravity environment and eligible account access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Install the supported environment and open a small project.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Create a working prototype of this flow, document the decisions, and verify the main interaction.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Prototype a small application flow with reviewable artifacts. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Automation & operations

Google Opal

Google · No-code builder

4.3Editorial

Build AI mini-apps with a visual workflow editor and agent steps that select tools and ask follow-up questions.

WHAT YOU CAN DO

Create a research-to-briefing mini-app with an input form and a reviewable output.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Build AI mini-apps with a visual workflow editor and agent steps that select tools and ask follow-up questions.

Who it helps

People prototyping small AI workflows

Practical use

Create a research-to-briefing mini-app with an input form and a reviewable output.

Before you start

A Google account with Opal access in a supported country. Opal is experimental; available models, tools, and usage limits can change.

Your first three steps

  1. Remix a Gallery example or create a new Opal and describe a narrow workflow.
  2. Add user input, an agent or generation step, and an output; inspect the tools and data each step uses.
  3. Preview with sample inputs and review the results before sharing or publishing the mini-app.

Try this task

Build a mini-app that asks for a research topic, gathers linked sources, and drafts a short briefing. Ask for missing context and leave the final draft for human review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Natural-language editing and a visual graph make small tool-using workflows approachable; experimental limits and result checking constrain dependable production use.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗ · Source 2 ↗ · Source 3 ↗ · Source 4 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Enterprise & knowledge

Google Workspace Studio

Google · No-code builder

4.3Editorial

Build agentic workflows across supported Google Workspace tools.

WHAT YOU CAN DO

Prepare a repeatable summary from approved workspace content.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build agentic workflows across supported Google Workspace tools.

Who it helps

Teams using Google Workspace

Practical use

Prepare a repeatable summary from approved workspace content.

Before you start

An eligible Google Workspace account and administrator-approved app access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small workflow in the current Studio interface.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Summarize these sample project updates into a draft with decisions and next steps.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prepare a repeatable summary from approved workspace content. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

goose

Agentic AI Foundation · Ready-to-use agent

4.3Editorial

Run an extensible open-source agent on your machine with tools for development and other tasks.

WHAT YOU CAN DO

Automate a small local development workflow.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Run an extensible open-source agent on your machine with tools for development and other tasks.

Who it helps

Developers using local agent tooling

Practical use

Automate a small local development workflow.

Before you start

A supported goose installation, model access, and approved extensions. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the current goose installation guide and open a test workspace.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Inspect this sample project, explain its structure, and propose a plan to improve its error handling.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Automate a small local development workflow. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Customer support & CRM

HubSpot Agent Hub

HubSpot · No-code builder

4.3Editorial

Build and manage agents connected to HubSpot business workflows.

WHAT YOU CAN DO

Prepare a structured customer-request response using CRM context.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build and manage agents connected to HubSpot business workflows.

Who it helps

Customer-facing teams using HubSpot

Practical use

Prepare a structured customer-request response using CRM context.

Before you start

An eligible HubSpot environment and authorized CRM and knowledge access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose a supported agent use case and configure it with sample records.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Summarize this sample customer request and draft a response grounded in the approved CRM information.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Prepare a structured customer-request response using CRM context. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

JetBrains Junie

JetBrains · Ready-to-use agent

4.3Editorial

Use a coding agent for multi-step software tasks in supported JetBrains workflows.

WHAT YOU CAN DO

Implement a small feature while following project conventions.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use a coding agent for multi-step software tasks in supported JetBrains workflows.

Who it helps

Developers using JetBrains tools

Practical use

Implement a small feature while following project conventions.

Before you start

A supported Junie environment, account access, and project setup. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Enable Junie through the current JetBrains setup guide.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Add the requested settings option using existing patterns and verify the affected behavior.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Implement a small feature while following project conventions. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Customer support & CRM

Jotform AI Agents

Jotform · No-code builder

4.3Editorial

Create conversational agents for enquiries, customer service and guided information collection.

WHAT YOU CAN DO

Prepare a structured enquiry from a conversation.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Create conversational agents for enquiries, customer service and guided information collection.

Who it helps

Operations and support teams

Practical use

Prepare a structured enquiry from a conversation.

Before you start

Jotform account and relevant agent plan; confirm channel and data settings.

Your first three steps

  1. Choose a small enquiry workflow and sample questions.
  2. Configure the agent using fictional data.
  3. Check collected information and review handoff behaviour.

Try this task

Prepare a structured enquiry from a conversation. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Coding & development

Kilo

Kilo · Ready-to-use agent

4.3Editorial

Use an open-source coding agent across supported IDE, CLI, and cloud interfaces.

WHAT YOU CAN DO

Implement a scoped maintenance change through your preferred interface.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use an open-source coding agent across supported IDE, CLI, and cloud interfaces.

Who it helps

Developers using agent-assisted workflows

Practical use

Implement a scoped maintenance change through your preferred interface.

Before you start

A supported Kilo interface and configured model or account access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Set up a supported Kilo interface and open a test project.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Improve this form's input validation and check the affected user flow.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Implement a scoped maintenance change through your preferred interface. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Customer support & CRM

Kore.ai

Kore.ai · No-code builder

4.3Editorial

Build and orchestrate enterprise agents for customer and employee experiences.

WHAT YOU CAN DO

Prototype a service agent grounded in approved business content.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build and orchestrate enterprise agents for customer and employee experiences.

Who it helps

Enterprise conversational-AI teams

Practical use

Prototype a service agent grounded in approved business content.

Before you start

A Kore.ai environment and required data and integration permissions. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small service-agent project in a test environment.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Answer this sample service question, identify missing context, and recommend an escalation route.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Prototype a service agent grounded in approved business content. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Research & browsing

Microsoft Copilot Researcher

Microsoft · Ready-to-use agent

4.3Editorial

A Copilot agent for complex, multi-step research and source-supported reports.

WHAT YOU CAN DO

Compare a topic across permitted sources and prepare a research draft.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

A Copilot agent for complex, multi-step research and source-supported reports.

Who it helps

Knowledge workers

Practical use

Compare a topic across permitted sources and prepare a research draft.

Before you start

An eligible Copilot account and administrator-approved access to work content.

Your first three steps

  1. Open Researcher where it is available in your account.
  2. Specify the question, sources and desired report format.
  3. Check citations and review the report before sharing.

Try this task

Compare a topic across permitted sources and prepare a research draft. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Coding & development

mini-SWE-agent

SWE-agent contributors · Ready-to-use agent

4.3Editorial

A compact command-line coding agent that uses a shell to investigate repository issues and prepare code changes.

WHAT YOU CAN DO

Investigate a reproducible issue in a test repository and inspect the resulting patch.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

A compact command-line coding agent that uses a shell to investigate repository issues and prepare code changes.

Who it helps

Developers and coding-agent researchers

Practical use

Investigate a reproducible issue in a test repository and inspect the resulting patch.

Before you start

A Python package environment, shell access, and model configuration. Hosted model usage may incur charges; use an isolated repository and review executed commands.

Your first three steps

  1. Install the current mini-swe-agent package or use the official uvx quickstart.
  2. Configure a supported model and run mini against one bounded task in a test repository.
  3. Inspect the saved trajectory, diff, and test results before committing any changes.

Try this task

Investigate this reproducible bug in the test repository. Prepare a minimal patch and report the commands and relevant test results; do not publish or deploy it.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

A small, inspectable shell-based workflow supports coding experiments and issue fixes; environment isolation, model configuration, and code review require technical care. Benchmark claims are not converted into stars.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗ · Source 2 ↗ · Source 3 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Enterprise & knowledge

Moveworks

Moveworks · No-code builder

4.3Editorial

Use an enterprise assistant platform to search and act across business applications.

WHAT YOU CAN DO

Help employees find information and route common requests.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use an enterprise assistant platform to search and act across business applications.

Who it helps

Enterprise employee-support teams

Practical use

Help employees find information and route common requests.

Before you start

A configured Moveworks environment and approved integrations. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Select a narrow employee-support scenario in a test environment.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Answer this sample employee request using approved policy sources and suggest the correct support route.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Help employees find information and route common requests. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Voice & communication

NiCE Cognigy

NiCE Cognigy · No-code builder

4.3Editorial

Build enterprise conversational agents across voice and digital channels.

WHAT YOU CAN DO

Create a consistent FAQ interaction with an escalation path.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build enterprise conversational agents across voice and digital channels.

Who it helps

Enterprise customer-service teams

Practical use

Create a consistent FAQ interaction with an escalation path.

Before you start

A Cognigy environment and configured knowledge, tools, and channels. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small agent flow using sample customer questions.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Guide this sample customer to the documented answer and explain when a person should take over.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Create a consistent FAQ interaction with an escalation path. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Enterprise & knowledge

Notion Agents

Notion · No-code builder

4.3Editorial

Use workspace agents to complete recurring work using connected context.

WHAT YOU CAN DO

Turn project notes and databases into a working status summary.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use workspace agents to complete recurring work using connected context.

Who it helps

Teams organizing knowledge in Notion

Practical use

Turn project notes and databases into a working status summary.

Before you start

A Notion workspace with eligible agent features and approved data access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create or configure an agent with a small set of project pages.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Draft a weekly project update from these approved pages, identifying owners and unanswered questions.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Turn project notes and databases into a working status summary. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Finance & Accounting

Numeric Agent Builder

Numeric · No-code builder

4.3Editorial

Build finance agents on a platform that retains accounting and business context.

WHAT YOU CAN DO

Prototype a workflow that investigates accounting exceptions for a reviewer.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build finance agents on a platform that retains accounting and business context.

Who it helps

Finance and accounting teams

Practical use

Prototype a workflow that investigates accounting exceptions for a reviewer.

Before you start

A supported Numeric environment with the required agent-building features and financial data access. Confirm country support, integration compatibility, and current pricing with the provider.

Your first three steps

  1. Confirm agent-builder availability and define a narrow accounting task in a test workspace.
  2. Configure the required source records, finance policies, permissions, and approval checkpoints.
  3. Test with sample records, reconcile outputs with source data, and review exceptions before wider use.

Try this task

Using only the supplied sample records and approved policy, prototype a workflow that investigates accounting exceptions for a reviewer. Cite the source records and mark missing or ambiguous information. Prepare a draft for human review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

The documented finance workflow supports this example: Prototype a workflow that investigates accounting exceptions for a reviewer. Data quality, integrations, regional eligibility, and approval setup affect access.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

OpenCode

OpenCode · Ready-to-use agent

4.3Editorial

Use an open-source coding agent to plan and implement project changes.

WHAT YOU CAN DO

Explore a codebase and add a small feature.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use an open-source coding agent to plan and implement project changes.

Who it helps

Developers using configurable coding agents

Practical use

Explore a codebase and add a small feature.

Before you start

A supported OpenCode installation and model configuration. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Install OpenCode and open a small development project.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Explain the routing code, propose an implementation plan, and add the requested route with checks.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Explore a codebase and add a small feature. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

OpenHands

OpenHands · Ready-to-use agent

4.3Editorial

Delegate software tasks to an open-source coding-agent platform.

WHAT YOU CAN DO

Prepare a bug fix in a repository environment.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Delegate software tasks to an open-source coding-agent platform.

Who it helps

Software teams evaluating coding agents

Practical use

Prepare a bug fix in a repository environment.

Before you start

An OpenHands environment, model configuration, and repository access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Set up the official OpenHands environment with a sample project.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Reproduce this issue, fix the affected code, and provide a concise validation summary.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Prepare a bug fix in a repository environment. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Voice & communication

Parloa AI Agents

Parloa · No-code builder

4.3Editorial

Deploy enterprise customer-service agents for conversational experiences.

WHAT YOU CAN DO

Prototype a voice service conversation with a defined handoff.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Deploy enterprise customer-service agents for conversational experiences.

Who it helps

Enterprise contact-center teams

Practical use

Prototype a voice service conversation with a defined handoff.

Before you start

A Parloa environment, approved support knowledge, and channel configuration. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Select a small contact-center use case in a test deployment.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Help a sample caller find the correct support procedure and hand off unresolved questions.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Prototype a voice service conversation with a defined handoff. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Research & browsing

Perplexity Comet

Perplexity · Ready-to-use agent

4.3Editorial

Use an AI browser assistant to work with web pages and browsing tasks.

WHAT YOU CAN DO

Summarize and compare information in open product pages.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

Use an AI browser assistant to work with web pages and browsing tasks.

Who it helps

People researching across browser tabs

Practical use

Summarize and compare information in open product pages.

Before you start

Comet on a supported platform and appropriate account access.

Your first three steps

  1. Install the official browser and open relevant public pages.
  2. Ask the assistant for a focused comparison.
  3. Open cited pages and confirm details before acting.

Try this task

Compare these three product pages by supported features and intended audience. Point out missing information.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Brings assistance into browsing context; platform support and careful source checking matter.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 4/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Voice & communication

PolyAI

PolyAI · No-code builder

4.3Editorial

Build voice agents for enterprise customer conversations.

WHAT YOU CAN DO

Handle routine inbound call questions using approved business information.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build voice agents for enterprise customer conversations.

Who it helps

Organizations operating customer-service phone lines

Practical use

Handle routine inbound call questions using approved business information.

Before you start

A configured PolyAI deployment and approved voice workflow. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose a bounded inbound-call scenario for an initial test.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Answer a sample caller's opening-hours question using the approved information and confirm understanding.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Handle routine inbound call questions using approved business information. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Qodo

Qodo · Ready-to-use agent

4.3Editorial

Apply AI code-review workflows to assess changes and identify actionable issues.

WHAT YOU CAN DO

Review a pull request for defects and missing validation.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Apply AI code-review workflows to assess changes and identify actionable issues.

Who it helps

Developers and code reviewers

Practical use

Review a pull request for defects and missing validation.

Before you start

A supported Qodo setup and access to the code under review. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Connect a test repository using the official Qodo onboarding.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Review this change for concrete defects and suggest targeted checks with file references.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Review a pull request for defects and missing validation. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Finance & Accounting

Ramp Finance Agents

Ramp · Ready-to-use agent

4.3Editorial

Use configured agents for finance workflows such as expense review and accounts-payable tasks.

WHAT YOU CAN DO

Review sample expense-policy exceptions and prepare an explanation for a finance reviewer.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use configured agents for finance workflows such as expense review and accounts-payable tasks.

Who it helps

Finance and accounting teams

Practical use

Review sample expense-policy exceptions and prepare an explanation for a finance reviewer.

Before you start

A supported Ramp business account, applicable agent access, and administrator-configured finance policies. Confirm country support, integration compatibility, and current pricing with the provider.

Your first three steps

  1. Choose a narrow expense or payable workflow and configure it using the current official setup.
  2. Configure the required source records, finance policies, permissions, and approval checkpoints.
  3. Test with sample records, reconcile outputs with source data, and review exceptions before wider use.

Try this task

Using only the supplied sample records and approved policy, review sample expense-policy exceptions and prepare an explanation for a finance reviewer. Cite the source records and mark missing or ambiguous information. Prepare a draft for human review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

The documented finance workflow supports this example: Review sample expense-policy exceptions and prepare an explanation for a finance reviewer. Data quality, integrations, regional eligibility, and approval setup affect access.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗ · Source 2 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Voice & communication

Retell AI

Retell AI · No-code builder

4.3Editorial

Build voice agents for configured phone conversations and business workflows.

WHAT YOU CAN DO

Test a voice assistant that answers routine inbound questions.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build voice agents for configured phone conversations and business workflows.

Who it helps

Teams designing AI phone experiences

Practical use

Test a voice assistant that answers routine inbound questions.

Before you start

A Retell account and required voice and test-channel configuration. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a test voice agent with a narrow role.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Handle a sample incoming question using the approved business FAQ and summarize unresolved needs.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Test a voice assistant that answers routine inbound questions. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Roomote

Roomote · Ready-to-use agent

4.3Editorial

A source-available coding teammate from Roo Code’s creators that returns repository changes and reviewable pull requests.

WHAT YOU CAN DO

Delegate a contained repository maintenance issue.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

A source-available coding teammate from Roo Code’s creators that returns repository changes and reviewable pull requests.

Who it helps

Developers working with cloud agents

Practical use

Delegate a contained repository maintenance issue.

Before you start

Choose Roomote Cloud or self-host the app. Bring inference credentials and authorize the repository; self-hosting also requires hosting, sandboxes, and maintenance.

Your first three steps

  1. Choose the hosted trial or follow the self-host deployment instructions for a test environment.
  2. Configure inference credentials and access to one repository with a bounded maintenance issue.
  3. Inspect proposed code, check results, and the live preview before approving the pull request.

Try this task

Resolve this scoped issue and return the code changes and evidence from the relevant checks.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Reviewable pull requests and isolated deployment choices fit team repository work; inference setup and infrastructure ownership add operational effort.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Enterprise & knowledge

ServiceNow AI Agents

ServiceNow · No-code builder

4.3Editorial

Build and deploy agents within enterprise service workflows.

WHAT YOU CAN DO

Triage a sample service request and propose next actions.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build and deploy agents within enterprise service workflows.

Who it helps

Organizations using ServiceNow

Practical use

Triage a sample service request and propose next actions.

Before you start

An eligible ServiceNow environment, configured workflows, and administrator permissions. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Select a service workflow and create an agent in a test instance.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Summarize this sample incident, identify missing details, and propose the next handling step.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Triage a sample service request and propose next actions. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Customer support & CRM

Sierra

Sierra · No-code builder

4.3Editorial

Build customer-facing agents for service conversations and connected tasks.

WHAT YOU CAN DO

Guide a customer through a supported service workflow.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build customer-facing agents for service conversations and connected tasks.

Who it helps

Organizations deploying customer-experience agents

Practical use

Guide a customer through a supported service workflow.

Before you start

A Sierra environment and configured business knowledge and actions. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Select a small service workflow for an initial evaluation.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Guide this sample customer through the documented resolution steps and escalate unsupported cases.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Guide a customer through a supported service workflow. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Tabnine Agent

Tabnine · Ready-to-use agent

4.3Editorial

A task-oriented coding agent that can refactor code, generate tests and documentation, and validate policies within the development environment.

WHAT YOU CAN DO

Implement a bounded change using project context.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

A task-oriented coding agent that can refactor code, generate tests and documentation, and validate policies within the development environment.

Who it helps

Development teams with Tabnine access

Practical use

Implement a bounded change using project context.

Before you start

Tabnine access in Visual Studio Code, Visual Studio 2022/2026 or a JetBrains IDE. Agent is not supported in Eclipse; confirm current licensing.

Your first three steps

  1. Enable Tabnine Agent in the supported development environment.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Apply this small refactor while following the project's documented guidelines.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Implement a bounded change using project context. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 19 Oct 2026

Visit website ↗
Category Voice & communication

Vapi

Vapi · No-code builder

4.3Editorial

Build voice AI agents connected to models, speech services, and tools.

WHAT YOU CAN DO

Prototype a spoken assistant that uses a simple lookup tool.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Build voice AI agents connected to models, speech services, and tools.

Who it helps

Technical teams building voice applications

Practical use

Prototype a spoken assistant that uses a simple lookup tool.

Before you start

A Vapi account and configured providers, tools, and test channels. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small voice assistant and inspect its provider settings.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Answer a sample product question by calling the configured lookup tool and explain when no record is found.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Prototype a spoken assistant that uses a simple lookup tool. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Finance & Accounting

Vic.ai Invoice Automation

Vic.ai · Ready-to-use agent

4.3Editorial

Use autonomous invoice-processing capabilities within configured accounts-payable workflows.

WHAT YOU CAN DO

Prepare invoice data and identify exceptions that require approval.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use autonomous invoice-processing capabilities within configured accounts-payable workflows.

Who it helps

Finance and accounting teams

Practical use

Prepare invoice data and identify exceptions that require approval.

Before you start

A configured Vic.ai deployment, supported accounting integration, and approval workflow. Confirm country support, integration compatibility, and current pricing with the provider.

Your first three steps

  1. Set up a small invoice-processing pilot with approved sample invoices.
  2. Configure the required source records, finance policies, permissions, and approval checkpoints.
  3. Test with sample records, reconcile outputs with source data, and review exceptions before wider use.

Try this task

Using only the supplied sample records and approved policy, prepare invoice data and identify exceptions that require approval. Cite the source records and mark missing or ambiguous information. Prepare a draft for human review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

The documented finance workflow supports this example: Prepare invoice data and identify exceptions that require approval. Data quality, integrations, regional eligibility, and approval setup affect access.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Customer support & CRM

Voiceflow

Voiceflow · No-code builder

4.3Editorial

Design conversational and voice AI agents connected to business knowledge and tools.

WHAT YOU CAN DO

Build a small customer FAQ agent with a clear handoff.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Design conversational and voice AI agents connected to business knowledge and tools.

Who it helps

Teams designing conversational experiences

Practical use

Build a small customer FAQ agent with a clear handoff.

Before you start

A Voiceflow workspace and required model, knowledge, and channel access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small conversational agent project.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Help a sample customer find the correct setup instructions, citing the approved article.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Build a small customer FAQ agent with a clear handoff. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Enterprise & knowledge

WRITER Agents

WRITER · No-code builder

4.3Editorial

Use an enterprise AI platform for agents and governed business work.

WHAT YOU CAN DO

Create a repeatable document-review workflow.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Use an enterprise AI platform for agents and governed business work.

Who it helps

Enterprise content and operations teams

Practical use

Create a repeatable document-review workflow.

Before you start

A WRITER workspace and approved knowledge, tools, and policies. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Define a narrow document task in a test agent workflow.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Review this sample brief against the supplied policy and explain each suggested correction.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create a repeatable document-review workflow. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Zed Agent

Zed · Ready-to-use agent

4.3Editorial

Work with agentic coding assistance inside the Zed editor.

WHAT YOU CAN DO

Make a coordinated code change while staying in the editor.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Work with agentic coding assistance inside the Zed editor.

Who it helps

Developers using Zed

Practical use

Make a coordinated code change while staying in the editor.

Before you start

Zed installed and supported model or agent configuration. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Open a test project in Zed and configure the agent interface.
  2. Describe one small task, its acceptance criteria, and the project conventions.
  3. Review the proposed changes and run the affected project checks before committing.

Try this task

Improve this component's keyboard interaction and show the changed files and validation.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented coding capabilities align with this example: Make a coordinated code change while staying in the editor. Project setup and code review remain necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Customer support & CRM

Zendesk AI Agents

Zendesk · No-code builder

4.3Editorial

Deploy customer-service agents grounded in support knowledge and workflows.

WHAT YOU CAN DO

Handle common support questions and hand off unresolved requests.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Deploy customer-service agents grounded in support knowledge and workflows.

Who it helps

Customer support teams

Practical use

Handle common support questions and hand off unresolved requests.

Before you start

An eligible Zendesk environment and current support knowledge. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Configure a narrow support-agent use case with sample questions.
  2. Supply approved knowledge and define the supported tasks and human handoff rules.
  3. Test representative and unsupported requests before a wider rollout.

Try this task

Answer this sample support question using the help center and escalate when the answer is missing.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Focused service capabilities align with this example: Handle common support questions and hand off unresolved requests. Knowledge quality, channel configuration, and evaluation are prerequisites.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Enterprise & knowledge

Zoho Zia Agents

Zoho · No-code builder

4.3Editorial

Create agents across business tasks using Zoho's agent platform.

WHAT YOU CAN DO

Prepare a structured business update from approved records.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

Create agents across business tasks using Zoho's agent platform.

Who it helps

Teams using Zoho business applications

Practical use

Prepare a structured business update from approved records.

Before you start

A supported Zoho agent environment and required application access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose one business use case and create a scoped test agent.
  2. Connect only the required knowledge and tools, and define the desired result.
  3. Run a sample task and review its output and permissions before scheduling or sharing it.

Try this task

Review these sample business records and draft a summary of exceptions with source references.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prepare a structured business update from approved records. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Browser & computer use

Agent Zero

Agent Zero contributors · Ready-to-use agent

4.2Editorial

Run an open-source agent framework and computer assistant with configurable tools.

WHAT YOU CAN DO

Delegate a small task in a controlled local workspace.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Run an open-source agent framework and computer assistant with configurable tools.

Who it helps

Technical users experimenting with computer agents

Practical use

Delegate a small task in a controlled local workspace.

Before you start

A supported Agent Zero installation and configured model access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the official setup and create a small test workspace.
  2. Define a narrow task and the pages or tools it may use, with sample inputs.
  3. Inspect the run and verify extracted results before using it on live business workflows.

Try this task

Inspect these sample text files and produce an organized summary without changing the originals.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Delegate a small task in a controlled local workspace. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

Agno

Agno · Developer framework

4.2Editorial

Develop and run agent applications with tools, context, and coordinated workflows.

WHAT YOU CAN DO

Build a small multi-step assistant around a bounded data source.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Develop and run agent applications with tools, context, and coordinated workflows.

Who it helps

Developers creating custom agent applications

Practical use

Build a small multi-step assistant around a bounded data source.

Before you start

A supported Agno development environment and model credentials. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the official getting-started example in a test project.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Create an agent that reads a sample dataset and produces a checked summary with explicit assumptions.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Build a small multi-step assistant around a bounded data source. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

Browser Use

Browser Use · Developer framework

4.2Editorial

Build browser agents and use browser infrastructure to carry out web tasks.

WHAT YOU CAN DO

Prototype a browser agent that collects approved public information.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build browser agents and use browser infrastructure to carry out web tasks.

Who it helps

Developers creating browser workflows

Practical use

Prototype a browser agent that collects approved public information.

Before you start

A supported Browser Use environment and model configuration. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the current browser-agent quickstart.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Find the requested fields on these permitted public example pages and include source links.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prototype a browser agent that collects approved public information. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

CrewAI

CrewAI · Developer framework

4.2Editorial

Coordinate role-based agents and structured flows for multi-step work.

WHAT YOU CAN DO

Separate research, drafting, and review responsibilities in a prototype.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Coordinate role-based agents and structured flows for multi-step work.

Who it helps

Developers designing agent teams

Practical use

Separate research, drafting, and review responsibilities in a prototype.

Before you start

A development environment, model credentials, and the current CrewAI setup.

Your first three steps

  1. Follow the official framework quickstart.
  2. Define focused roles, tasks, and the expected output.
  3. Evaluate each stage with a small, known input set.

Try this task

Create a research-and-review prototype that produces a short sourced brief and flags unsupported statements.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Role-based orchestration is useful for structured tasks; framework setup and evaluation are necessary.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

Google Agent Development Kit

Google · Developer framework

4.2Editorial

Develop, test, and orchestrate agents with a code-based toolkit.

WHAT YOU CAN DO

Prototype an assistant that uses a defined lookup tool.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Develop, test, and orchestrate agents with a code-based toolkit.

Who it helps

Developers building custom agent services

Practical use

Prototype an assistant that uses a defined lookup tool.

Before you start

A supported language runtime, model credentials, and a development environment.

Your first three steps

  1. Choose a supported language and follow its official quickstart.
  2. Define one agent and one tool with a limited purpose.
  3. Run locally and evaluate responses and tool calls.

Try this task

Create a demo agent that looks up a product in a sample catalog and returns only fields from that record.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Supports custom agent development and orchestration; runtime setup and coding are required.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

Haystack Agents

deepset · Developer framework

4.2Editorial

Build production-oriented agents and retrieval workflows using an open-source framework.

WHAT YOU CAN DO

Prototype a retrieval-and-tool workflow with explicit components.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build production-oriented agents and retrieval workflows using an open-source framework.

Who it helps

Developers building search and agent applications

Practical use

Prototype a retrieval-and-tool workflow with explicit components.

Before you start

Python tooling, a model provider, and suitable sample documents. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the official Haystack agent quickstart.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Create a question-answering prototype that retrieves supporting passages before answering.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prototype a retrieval-and-tool workflow with explicit components. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Work & productivity

Hermes Agent

Nous Research · Ready-to-use agent

4.2Editorial

A self-hosted agent with tool use, persistent memory and reusable skills.

WHAT YOU CAN DO

Prepare a recurring draft briefing using permitted sources and tools.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

A self-hosted agent with tool use, persistent memory and reusable skills.

Who it helps

Technical users

Practical use

Prepare a recurring draft briefing using permitted sources and tools.

Before you start

A supported host, configured model access and permission-controlled tools; setup and maintenance are required.

Your first three steps

  1. Follow the official project setup in an isolated test environment.
  2. Connect a model and enable only the tools required for a sample task.
  3. Inspect the draft and tool activity before extending the workflow.

Try this task

Prepare a short draft briefing from these approved sources. Include references and keep any external actions for human review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented tool and memory features support recurring personal workflows, while model configuration and hosting add setup effort. Editorial assessment only.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Customer support & CRM

Jio Haptik AI Agents

Jio Haptik · Enterprise platform / services

4.2Editorial

An enterprise platform for customer-experience agents across supported channels.

WHAT YOU CAN DO

Design an assistant for a defined customer-support journey.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

An enterprise platform for customer-experience agents across supported channels.

Who it helps

Enterprise support teams

Practical use

Design an assistant for a defined customer-support journey.

Before you start

Enterprise onboarding, approved data sources and supported channel integrations.

Your first three steps

  1. Choose one customer journey and its escalation path.
  2. Connect approved knowledge sources in a test environment.
  3. Evaluate answers and handoffs before wider rollout.

Try this task

Design an assistant for a defined customer-support journey. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Coding & development

Kimi Code

Moonshot AI · Ready-to-use agent

4.2Editorial

Reads code, edits files and can execute development commands through supported clients.

WHAT YOU CAN DO

Explain a module and prepare a focused refactor.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Reads code, edits files and can execute development commands through supported clients.

Who it helps

Developers

Practical use

Explain a module and prepare a focused refactor.

Before you start

Install a supported client and configure an eligible model or subscription.

Your first three steps

  1. Open a sample project with appropriate permissions.
  2. Ask for an explanation and a limited change plan.
  3. Review edits and command results before accepting the change.

Try this task

Explain a module and prepare a focused refactor. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Build custom agents

Letta

Letta · Developer framework

4.2Editorial

Build agents that retain and use managed memory across interactions.

WHAT YOU CAN DO

Prototype an assistant that remembers approved project context.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build agents that retain and use managed memory across interactions.

Who it helps

Developers building stateful agents

Practical use

Prototype an assistant that remembers approved project context.

Before you start

A supported Letta setup, model access, and a test application. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Run the official getting-started agent example.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Create a demo agent that remembers supplied project preferences and identifies where each came from.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prototype an assistant that remembers approved project context. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

LiveKit Agents

LiveKit · Developer framework

4.2Editorial

Build real-time voice and multimodal agent applications.

WHAT YOU CAN DO

Prototype a spoken FAQ assistant with a human handoff design.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build real-time voice and multimodal agent applications.

Who it helps

Developers building real-time conversational applications

Practical use

Prototype a spoken FAQ assistant with a human handoff design.

Before you start

A supported runtime, LiveKit setup, and speech and model providers. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Run the official voice-agent starter in a test environment.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Create a voice FAQ demo using a sample knowledge source and a clear unsupported-question response.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prototype a spoken FAQ assistant with a human handoff design. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

LlamaIndex Agents

LlamaIndex · Developer framework

4.2Editorial

Build agents that connect tools with application knowledge and data.

WHAT YOU CAN DO

Combine a document lookup with a defined task workflow.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build agents that connect tools with application knowledge and data.

Who it helps

Developers building data-connected agents

Practical use

Combine a document lookup with a defined task workflow.

Before you start

A supported LlamaIndex environment, model access, and sample data. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Run the official agent example with a sample document source.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Create an agent that finds relevant passages and produces a concise sourced answer.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Combine a document lookup with a defined task workflow. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

Mastra

Mastra · Developer framework

4.2Editorial

Build TypeScript agent applications with tools and workflow orchestration.

WHAT YOU CAN DO

Create an agent-backed application endpoint.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build TypeScript agent applications with tools and workflow orchestration.

Who it helps

TypeScript developers

Practical use

Create an agent-backed application endpoint.

Before you start

Node.js tooling, model access, and a TypeScript project. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Run the official Mastra starter project.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Build a sample agent endpoint that calls one product lookup tool and returns a structured result.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create an agent-backed application endpoint. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

Microsoft Agent Framework

Microsoft · Developer framework

4.2Editorial

Develop agent applications and coordinated workflows using Microsoft's framework.

WHAT YOU CAN DO

Create a small agent workflow with explicit handoffs.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Develop agent applications and coordinated workflows using Microsoft's framework.

Who it helps

Developers working with Microsoft agent tooling

Practical use

Create a small agent workflow with explicit handoffs.

Before you start

A supported language runtime and appropriate model or service access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Choose a supported language and run the official quickstart.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Build a demo workflow that gathers facts, drafts an answer, and pauses for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create a small agent workflow with explicit handoffs. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Mistral Vibe

Mistral AI · Ready-to-use agent

4.2Editorial

A coding-agent client for working with repository files and development tools.

WHAT YOU CAN DO

Inspect a repository and draft a small bug fix.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

A coding-agent client for working with repository files and development tools.

Who it helps

Developers

Practical use

Inspect a repository and draft a small bug fix.

Before you start

Install the supported client and configure eligible model access.

Your first three steps

  1. Follow the current official installation instructions.
  2. Open a sample repository and describe one issue.
  3. Review file changes and run the relevant checks.

Try this task

Inspect a repository and draft a small bug fix. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Browser & computer use

Nanobrowser

Nanobrowser · Ready-to-use agent

4.2Editorial

A browser extension for AI-driven web automation using a configured model.

WHAT YOU CAN DO

Collect sample information from a small set of approved web pages.

Low code
▶ YouTube tutorial search ↗
View details

What this agent does

A browser extension for AI-driven web automation using a configured model.

Who it helps

Technical users

Practical use

Collect sample information from a small set of approved web pages.

Before you start

A supported browser, extension setup and model configuration; model charges may apply.

Your first three steps

  1. Install through the official project instructions.
  2. Configure a model and use a separate test browser profile.
  3. Try a read-only task and review the collected information.

Try this task

Collect sample information from a small set of approved web pages. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Build custom agents

OpenAI Agents SDK

OpenAI · Developer framework

4.2Editorial

Build agent applications with tools, handoffs, and tracing.

WHAT YOU CAN DO

Create a specialized help agent with a bounded tool set.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build agent applications with tools, handoffs, and tracing.

Who it helps

Python developers

Practical use

Create a specialized help agent with a bounded tool set.

Before you start

Python, a model provider account, and securely configured credentials.

Your first three steps

  1. Run the official Python quickstart in a test environment.
  2. Add one tool with a clearly defined input and output.
  3. Inspect traces and test unsupported requests.

Try this task

Build a sample FAQ agent that calls a lookup tool, cites the returned result, and reports when no answer is found.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

A focused toolkit for agent behavior and tracing; it requires coding and model access.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Work & productivity

OpenClaw

OpenClaw · Ready-to-use agent

4.2Editorial

A self-hosted AI assistant that connects models with tools and communication channels.

WHAT YOU CAN DO

Create a draft daily briefing from approved sources.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

A self-hosted AI assistant that connects models with tools and communication channels.

Who it helps

Technical users

Practical use

Create a draft daily briefing from approved sources.

Before you start

A supported host, model access and explicit configuration of tools and channels.

Your first three steps

  1. Set up an isolated test environment and model access.
  2. Enable only the sources and tools needed for one task.
  3. Test a draft-only briefing and inspect tool activity.

Try this task

Create a draft daily briefing from approved sources. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Build custom agents

Pipecat

Daily and contributors · Developer framework

4.2Editorial

Build real-time voice agents and multimodal applications with an open-source framework.

WHAT YOU CAN DO

Connect speech recognition, model reasoning, and spoken responses.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build real-time voice agents and multimodal applications with an open-source framework.

Who it helps

Developers creating voice interfaces

Practical use

Connect speech recognition, model reasoning, and spoken responses.

Before you start

Python tooling and configured speech and model services. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the repository quickstart with a simple voice pipeline.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Create a spoken FAQ demo that uses approved answers and handles interruptions gracefully.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Connect speech recognition, model reasoning, and spoken responses. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

Pydantic AI

Pydantic · Developer framework

4.2Editorial

Build typed Python agent applications with structured inputs, tools, and outputs.

WHAT YOU CAN DO

Create an agent that returns a validated structured answer.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build typed Python agent applications with structured inputs, tools, and outputs.

Who it helps

Python developers

Practical use

Create an agent that returns a validated structured answer.

Before you start

Python tooling, model credentials, and a test project. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Run the current official Pydantic AI quickstart.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Build a demo agent that looks up a record and returns a validated object with source and confidence notes.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create an agent that returns a validated structured answer. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

Qoder Agent

Qoder · Ready-to-use agent

4.2Editorial

Agent-assisted software development within the Qoder product family.

WHAT YOU CAN DO

Investigate a repository issue and propose a limited patch.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Agent-assisted software development within the Qoder product family.

Who it helps

Developers

Practical use

Investigate a repository issue and propose a limited patch.

Before you start

Qoder account and supported development environment; check current workflow documentation.

Your first three steps

  1. Open a sample project and describe the problem.
  2. Request a small patch with a test plan.
  3. Review the diff and verify it in your environment.

Try this task

Investigate a repository issue and propose a limited patch. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Browser & computer use

Skyvern

Skyvern · Ready-to-use agent

4.2Editorial

Use browser agents to automate workflows on websites and business portals.

WHAT YOU CAN DO

Extract structured information from a permitted sample web workflow.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Use browser agents to automate workflows on websites and business portals.

Who it helps

Operations and technical automation teams

Practical use

Extract structured information from a permitted sample web workflow.

Before you start

A supported Skyvern setup and permission to use the relevant websites. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Create a small test workflow using nonproduction data.
  2. Define a narrow task and the pages or tools it may use, with sample inputs.
  3. Inspect the run and verify extracted results before using it on live business workflows.

Try this task

Read the requested fields from this sample portal and prepare a structured result for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Extract structured information from a permitted sample web workflow. Data access, setup, and output review affect accessibility.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

smolagents

Hugging Face · Developer framework

4.2Editorial

Develop lightweight agents that can use tools to complete tasks.

WHAT YOU CAN DO

Create a small agent with one controlled lookup tool.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Develop lightweight agents that can use tools to complete tasks.

Who it helps

Python developers experimenting with agents

Practical use

Create a small agent with one controlled lookup tool.

Before you start

Python tooling and a supported model and execution setup. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the official installation and basic agent example.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Create a demo agent that calls a sample lookup tool and reports unsupported requests clearly.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Create a small agent with one controlled lookup tool. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

Stagehand

Browserbase · Developer framework

4.2Editorial

Build browser agents with an SDK for interacting with web pages.

WHAT YOU CAN DO

Automate a small browser-based information lookup.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build browser agents with an SDK for interacting with web pages.

Who it helps

Developers building browser automation

Practical use

Automate a small browser-based information lookup.

Before you start

A supported runtime, browser environment, and required model access. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Run the official Stagehand quickstart on a permitted test page.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Open this sample catalog page, extract the visible product fields, and return their source URL.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Automate a small browser-based information lookup. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Build custom agents

Strands Harness SDK

Strands Agents · Developer framework

4.2Editorial

Build and control agent harnesses using a model- and cloud-flexible SDK.

WHAT YOU CAN DO

Prototype an agent with a small tool set and inspectable execution.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

Build and control agent harnesses using a model- and cloud-flexible SDK.

Who it helps

Developers building custom agent services

Practical use

Prototype an agent with a small tool set and inspectable execution.

Before you start

A supported runtime, model configuration, and SDK setup. Check the provider for current availability, licensing, and usage charges.

Your first three steps

  1. Follow the current official repository quickstart.
  2. Implement one small agent with a bounded tool or workflow using the official examples.
  3. Evaluate with known inputs and inspect tool calls, errors, and generated results.

Try this task

Build a small agent with a sample lookup tool and log its tool calls for evaluation.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented capabilities align with this example: Prototype an agent with a small tool set and inspectable execution. Development, model setup, and evaluation affect beginner accessibility.

Task fit 4.5/5 · Workflow 4.5/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 18 Oct 2026

Visit website ↗
Category Coding & development

SWE-agent

SWE-agent contributors · Ready-to-use agent

4.2Editorial

A configurable software-engineering agent in maintenance-only mode; its maintainers recommend mini-SWE-agent for new work.

WHAT YOU CAN DO

Investigate and resolve a reproducible repository issue.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

A configurable software-engineering agent in maintenance-only mode; its maintainers recommend mini-SWE-agent for new work.

Who it helps

Developers and agent researchers

Practical use

Investigate and resolve a reproducible repository issue.

Before you start

Python tooling, a suitable execution environment, and model credentials. The project remains documented but is in maintenance-only mode; assess mini-SWE-agent before starting a new setup.

Your first three steps

  1. Review the maintenance notice and compare the recommended mini-SWE-agent successor before installing.
  2. If retaining SWE-agent, use its documented quickstart in an isolated repository and configure a model.
  3. Run one reproducible issue and inspect commands, tests, and the patch before adopting it.

Try this task

Investigate this issue using the repository tests and return a minimal patch with results.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Configurable issue-solving remains available, but maintenance-only status and the official successor recommendation make it a weaker workflow choice for a fresh setup. This is an editorial assessment, not a benchmark score.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗ · Source 2 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Coding & development

TRAE SOLO / TraeCode

TRAE · Ready-to-use agent

4.2Editorial

A coding agent workflow for planning and implementing software tasks.

WHAT YOU CAN DO

Prepare a small feature change, inspect the diff and run the project checks.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

A coding agent workflow for planning and implementing software tasks.

Who it helps

Developers

Practical use

Prepare a small feature change, inspect the diff and run the project checks.

Before you start

TRAE installation or account access; available features and usage limits vary.

Your first three steps

  1. Open a sample repository in the supported product.
  2. Request one small feature with acceptance criteria.
  3. Review changes and run checks before committing.

Try this task

Prepare a small feature change, inspect the diff and run the project checks. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Build custom agents

Deep Agents

LangChain · Developer framework

4.1Editorial

An agent framework with planning, filesystem tools and delegation features.

WHAT YOU CAN DO

Build a small research workflow that produces a reviewed report.

Code required
▶ YouTube tutorial search ↗
View details

What this agent does

An agent framework with planning, filesystem tools and delegation features.

Who it helps

Agent developers

Practical use

Build a small research workflow that produces a reviewed report.

Before you start

A development environment and compatible model access; developer setup is required.

Your first three steps

  1. Follow the official quickstart in a test project.
  2. Limit the agent to approved sample tools and documents.
  3. Inspect the workflow and evaluate the final report.

Try this task

Build a small research workflow that produces a reviewed report. Use sample data, explain the evidence and keep the result as a draft for review.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented features support this starter workflow. Setup, access requirements and the need for review affect the editorial score; no hands-on benchmark is claimed.

Task fit 4.5/5 · Workflow 4/5 · Accessibility 3/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 20 Oct 2026

Visit website ↗
Category Automation & operations

Sopra Steria IAKA

Sopra Steria · Enterprise platform / services

3.8Editorial

An enterprise AI platform that orchestrates supervised, multi-step agent workflows for critical business processes.

WHAT YOU CAN DO

Coordinate document analysis and report preparation with human validation.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

An enterprise AI platform that orchestrates supervised, multi-step agent workflows for critical business processes.

Who it helps

Organisations in critical sectors

Practical use

Coordinate document analysis and report preparation with human validation.

Before you start

Enterprise deployment through Sopra Steria. Confirm eligibility, integration and commercial terms; the public announcement does not provide self-service setup.

Your first three steps

  1. Discuss a bounded workflow and access requirements with Sopra Steria.
  2. Use approved sample data and define human validation points.
  3. Pilot the workflow and assess traceability before wider deployment.

Try this task

Plan a document-to-report pilot with traceable steps and human validation before any final decision.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented orchestration and human checkpoints fit supervised workflows. Enterprise implementation limits accessibility; this editorial score is not a hands-on benchmark.

Task fit 4.2/5 · Workflow 4.2/5 · Accessibility 2/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 19 Oct 2026

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Category Customer support & service

Sopra Steria Alive Intelligence / nAIxus

Sopra Steria · No-code builder

3.7Editorial

A conversational assistant service and no-code platform for knowledge-based support, channel deployment and handoff to people. It is not described here as an autonomous workflow agent.

WHAT YOU CAN DO

Create an assistant for approved employee FAQs with human escalation.

No code
▶ YouTube tutorial search ↗
View details

What this agent does

A conversational assistant service and no-code platform for knowledge-based support, channel deployment and handoff to people. It is not described here as an autonomous workflow agent.

Who it helps

Enterprise support and knowledge teams

Practical use

Create an assistant for approved employee FAQs with human escalation.

Before you start

Confirm service availability, hosting and commercial terms with Sopra Steria. No-code configuration still requires approved content and organisational setup.

Your first three steps

  1. Agree the audience, content scope and access with the provider.
  2. Configure a limited knowledge base and human handoff.
  3. Test answer quality and escalation before launch.

Try this task

Outline an employee FAQ assistant using approved articles and escalation when the answer is missing.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

Documented knowledge configuration and human handoff fit support tasks. Enterprise setup and limited public trial details reduce accessibility. This is an editorial assessment.

Task fit 4/5 · Workflow 4/5 · Accessibility 2.5/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 19 Oct 2026

Visit website ↗
Category Coding & development

Sopra Steria MAIA

Sopra Steria · Enterprise platform / services

3.2Editorial

Sopra Steria identifies MAIA as its AI-native software development lifecycle platform. This is a related enterprise platform, rather than a publicly documented standalone agent.

WHAT YOU CAN DO

Explore governed AI assistance across software delivery with the provider.

Coding helpful
▶ YouTube tutorial search ↗
View details

What this agent does

Sopra Steria identifies MAIA as its AI-native software development lifecycle platform. This is a related enterprise platform, rather than a publicly documented standalone agent.

Who it helps

Enterprise software engineering teams

Practical use

Explore governed AI assistance across software delivery with the provider.

Before you start

Public information does not establish self-service access or a standalone agent catalogue. Confirm eligibility and supported workflows with Sopra Steria.

Your first three steps

  1. Confirm platform access and scope with the provider.
  2. Select one approved software engineering use case.
  3. Evaluate outputs and governance before expansion.

Try this task

Propose a small software engineering pilot with clear review criteria and access controls.

Example tasks and setup suggestions are written by AI Atlas. Review generated work and confirm permissions before connecting tools.

Why this editorial score?

The official page establishes MAIA’s SDLC role, but public operational detail is limited. The conservative editorial score reflects this evidence and enterprise access.

Task fit 3.5/5 · Workflow 3.5/5 · Accessibility 2/5

Learning link

Opens a search for this specific agent; individual videos have not been selected or endorsed.

Official sources: Source 1 ↗
Reviewed 19 Oct 2026

Visit website ↗