head to head · open source
fastapi vs mcp-context-forge
fastapi has 104,566 GitHub stars, 10,179 forks, 78 open issues and last shipped yesterday. mcp-context-forge has 4,741 stars, 956 forks, 912 open issues and last shipped yesterday. fastapi leads on adoption by 2,106% (104,566 vs 4,741 stars). fastapi is written in Python under MIT; mcp-context-forge is written in Python under Apache-2.0. fastapi has attracted 10% as many forks as stars, mcp-context-forge 20%. mcp-context-forge was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (asyncio, fastapi), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| fastapi | mcp-context-forge | |
|---|---|---|
| GitHub stars | ★ 105K | ★ 4.7K |
| License | MIT | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 10K | ⑂ 956 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick fastapi if
- You weight community size — 105K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick mcp-context-forge if
- You want the mcp-context-forge feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and mcp-context-forge fits your workflow better
About fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production Documentation : Source Code : FastAPI is a modern, fast (high performance), web framework for building APIs with Python based on standard Python type hints. The key features are: Fast : Very high performance, on par with NodeJS and Go (thanks to Starlette and Pydantic). One of the fastest Python frameworks available. Fast to code : Increase the speed to develop features by about 200% to 300%. Fewer bugs : Reduce about 40% of human (developer) induced errors. Intuitive : Great editor support. Completion everywhere. Less time…
read the full fastapi overview →
About mcp-context-forge
ContextForge An open source registry and proxy that federates MCP, A2A, and REST/gRPC APIs with centralized governance, discovery, and observability. Optimizes Agent & Tool calling, and supports plugins. ContextForge is an open source registry and proxy that federates tools, agents, and APIs into one clean endpoint for your AI clients. It provides centralized governance, discovery, and observability across your AI infrastructure: Tools Gateway — MCP, REST, gRPC to MCP translation, and TOON compression Agent Gateway — A2A protocol, OpenAI compatible and Anthropic agent routing API Gateway — Rate limiting, auth…
read the full mcp-context-forge overview →
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Frequently asked questions
Is fastapi or mcp-context-forge more popular?
fastapi has 104,566 GitHub stars and mcp-context-forge has 4,741. fastapi has the larger community by that measure.
Are fastapi and mcp-context-forge free?
Both are open source. fastapi is licensed under MIT and mcp-context-forge under Apache-2.0. Neither carries a licence fee.
What is the difference between fastapi and mcp-context-forge?
fastapi is written in Python and mcp-context-forge in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, fastapi or mcp-context-forge?
Choose fastapi if you want the larger community (104,566 stars) or its MIT licence terms. Choose mcp-context-forge if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.