Python · Apache-2.0
PrefectHQ/fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients.
★ 28.3k
Stars
2.6k forks · 449 open issues
+12/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
51.4
Momentum / 100
see the breakdown below
23mo ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 21.5 | +12/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 2.0 | last week ran 1.13× the monthly pace |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 12.9 | 28.3k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 51.4 | sum of the above |
Detail
| Topics | agentsfastmcpllmsmcpmcp-clientsmcp-serversmcp-toolsmodel-context-protocolpython |
| Matched on | Agent Skills & MCP (mcp, model-context-protocol) |
| Short window | +86 stars over 7 days = 12.3/day |
| Long window | +282 stars over 26 days = 10.8/day |
| Lifetime average | 40.14 stars/day over 705 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |