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Comparison

autogen vs fastapi_mcp

Verdict

Pick autogen when license: autogen is CC-BY-4.0, fastapi_mcp is MIT; pick fastapi_mcp when license: fastapi_mcp is MIT, autogen is CC-BY-4.0.

Markdown twin · autogen alternatives · fastapi_mcp alternatives

GraphCanon updated today

autogen logo

autogen

microsoft/autogen

★ 60kpushed Apr 15, 2026
vs
fastapi_mcp logo

fastapi_mcp

tadata-org/fastapi_mcp

★ 12kpushed Nov 24, 2025

Trust & integrity

Signalautogenfastapi_mcp
Maintenance
Steady (87d since push)
As of today · github_public_v1
Slowing (228d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Organization account
As of today · github_public_v1
Security (OSV)
No lockfile
As of today · none
No MCP manifest
As of today · mcp_manifest
autogen trust reportfastapi_mcp trust reportTrust methodology

Tagline

autogen
A programming framework for agentic AI
fastapi_mcp
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

Stars

autogen
60k
fastapi_mcp
12k

Forks

autogen
9.0k
fastapi_mcp
952

Open issues

autogen
945
fastapi_mcp
158

Language

autogen
Python
fastapi_mcp
Python

Adopt for

autogen
AutoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models.
fastapi_mcp
-

Persona

autogen
-
fastapi_mcp
-

Runtime

autogen
-
fastapi_mcp
-

License

autogen
CC-BY-4.0
fastapi_mcp
MIT

Last pushed

autogen
Apr 15, 2026
fastapi_mcp
Nov 24, 2025

Categories

autogen
AI Agents, LLM Frameworks
fastapi_mcp
LLM Frameworks, Developer Tools

Trust and health

Maintenance

autogen
Steady (60%)
fastapi_mcp
Slowing (36%)

Days since push

autogen
87d
fastapi_mcp
228d

Open issues (now)

autogen
945
fastapi_mcp
158

Security scan

autogen
No lockfile
fastapi_mcp
No MCP manifest

Full report

autogen
Trust report
fastapi_mcp
Trust report

Choose autogen if…

  • License: autogen is CC-BY-4.0, fastapi_mcp is MIT.
  • Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure..
  • Tags unique to autogen: llm-framework, autogen, agents, agentic-agi.
  • Also covers AI Agents.
  • You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.

When NOT to use autogen

  • If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework.
  • When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited.
  • You need solutions which do not involve additional installations for server components such as `playwright/mcp`, as AutoGen requires this setup for certain functionalities.
GitHubDetails

Choose fastapi_mcp if…

  • License: fastapi_mcp is MIT, autogen is CC-BY-4.0.
  • Tags unique to fastapi_mcp: authentication, llm, fastapi, claude.
  • Also covers Developer Tools.

When NOT to use fastapi_mcp

  • Last GitHub push was 229 days ago (slowing maintenance, Nov 24, 2025). Validate activity before betting a new project on fastapi_mcp.
  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Explore

autogen trust report →fastapi_mcp trust report →AI Agents category →LLM Frameworks category →Developer Tools category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: autogen 60k · fastapi_mcp 12k (synced Jul 11, 2026).

Common questions

What is the difference between autogen and fastapi_mcp?
autogen: A programming framework for agentic AI. fastapi_mcp: Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!. See the comparison table for live GitHub stats and shared categories.
When should I choose autogen over fastapi_mcp?
Choose autogen over fastapi_mcp when License: autogen is CC-BY-4.0, fastapi_mcp is MIT; Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.; Tags unique to autogen: llm-framework, autogen, agents, agentic-agi; Also covers AI Agents; You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.
When should I choose fastapi_mcp over autogen?
Choose fastapi_mcp over autogen when License: fastapi_mcp is MIT, autogen is CC-BY-4.0; Tags unique to fastapi_mcp: authentication, llm, fastapi, claude; Also covers Developer Tools.
When should I avoid autogen?
If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. You need solutions which do not involve additional installations for server components such as playwright/mcp, as AutoGen requires this setup for certain functionalities.
When should I avoid fastapi_mcp?
Last GitHub push was 229 days ago (slowing maintenance, Nov 24, 2025). Validate activity before betting a new project on fastapi_mcp. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Is autogen or fastapi_mcp more popular on GitHub?
autogen has more GitHub stars (59,658 vs 11,939). Stars measure visibility, not whether either tool fits your constraints.
Are autogen and fastapi_mcp open source?
Yes - both are open-source projects on GitHub (autogen: CC-BY-4.0, fastapi_mcp: MIT).
Where can I find alternatives to autogen or fastapi_mcp?
GraphCanon lists graph-backed alternatives at autogen alternatives and fastapi_mcp alternatives (autogen markdown twin, fastapi_mcp markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, autogen or fastapi_mcp?
autogen: Steady. fastapi_mcp: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for autogen and fastapi_mcp?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autogen trust report; fastapi_mcp trust report.