Conversion GemsConversion Gems
Submit a tool
AI Tools · AI Agent Builders

Autogen

Generative AI platform for creating autonomous agents and automating workflows.

Our take: It pioneered chat-centric, asynchronous multi-agent orchestration and remains one of the fastest paths from an API key to a working agent team, with AutoGen Studio for low-code prototyping.

Best forDevelopers
ReviewedPricing: Free
7.1 out of 105 criteria · see breakdown
Try AutogenFree (MIT, open-source)
The bottom line

A leading, free multi-agent framework that is great for prototypes - but now in maintenance mode, so plan for its successor on long-lived projects.

Our score

Reviewed by the Conversion Gems editorial team. Hover a facet to focus it; click to pin.Tap a facet to focus it.

What it is, and why we rate it

One line each. Open a row for detail.

What it really isMicrosoft Research's open-source framework for building multi-agent AI systems, where LLM agents converse, delegate and loop in humans to solve tasks.
Our takeIt pioneered chat-centric, asynchronous multi-agent orchestration and remains one of the fastest paths from an API key to a working agent team, with AutoGen Studio for low-code prototyping.
The big 2026 caveat: it is now in maintenance mode (bug fixes only), with Microsoft steering new work to the Microsoft Agent Framework - so build with a migration plan.

Best / not good for

Best for
  • Developers prototyping multi-agent LLM systems
  • Researchers exploring agent collaboration patterns
  • Small AI teams wanting a fast path to a working proof-of-concept
Not good for
  • New production projects needing long-term feature support (it is in maintenance mode)
  • Non-developers wanting a finished app
  • Enterprises with strict SLAs (evaluate the Microsoft Agent Framework instead)
Trade-offs

Friction report

Trade-offs to know before signing up.

  1. Time to value
    Developer setup: pip install, add an LLM API key, and use AgentChat or AutoGen Studio; you pay only for the LLM calls.
  2. Scale breakpoint
    Maintenance mode means no new features, so production builds should plan to migrate to the Microsoft Agent Framework; reliability still depends on prompt and tool design.
  3. Walled garden
    Low lock-in - MIT, model-agnostic (OpenAI, Claude, Azure), with an MCP-based migration path.
Still a fit?
If none of these block you, start on the free plan.
Try Autogen

Frequently Asked Questions

How does Autogen simplify automated AI task generation?

Autogen simplifies automated AI task generation by orchestrating processes and executing predefined actions.

How can Autogen streamline automated processes?

Autogen streamlines automated processes by orchestrating AI tasks and workflows for content, coding, or business automation.

How can Autogen streamline AI workflow automation?

Autogen streamlines AI workflow automation by managing agents, tasks, and execution pipelines.

How does Autogen support automated workflows?

Autogen supports automated workflows by orchestrating AI agents and task execution.

What benefits does Autogen provide for automated AI workflows?

Autogen provides benefits for automated AI workflows by coordinating agents, automating repetitive tasks, and streamlining processes.

Alternatives

  • Step up

    Microsoft Agent Framework - the enterprise-ready successor with long-term support.

  • Lighter alternative

    CrewAI - simpler, structured multi-agent teams with fast time-to-production.

Showing 1–2 of 2

Conversion Gems independently reviews every tool.

Tags

#AIAgents#AIWorkflowAutomation#AgentFramework

Explore related categories

Compare AI Agent Builders softwareAI Agent BuildersAI Development