PrefectHQ/fastmcp

Score: 90.7 Rank #1

🚀 The fast, Pythonic way to build MCP servers and clients.

Overview

PrefectHQ/fastmcp is a Python MCP server licensed under Apache-2.0. 🚀 The fast, Pythonic way to build MCP servers and clients. Topics: model-context-protocol, fastmcp, mcp, agents, llms, mcp-clients, mcp-servers, mcp-tools, python.

Ranked #1 out of 25632 indexed tools.

In the top 1% of all indexed tools.

Has 23,659 GitHub stars.

Used by 7,718 other projects.

Has 208 contributors.

Actively maintained with commits in the last week.

Ecosystem

Python Apache-2.0

model-context-protocolfastmcpmcpagentsllmsmcp-clientsmcp-serversmcp-toolspython

Signal Breakdown

Stars 23,659

Freshness 2d ago

Issue Health 83%

Contributors 208

Dependents 7,718

Forks 1,823

Description Good

License Apache-2.0

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Details

Stars: 23,659
Forks: 1,823
Open Issues: 235
Closed Issues: 1,153
Contributors: 208
Dependents: 7,718
Language: Python
License: Apache-2.0
Last Commit: 2d ago

Matched Queries

"mcp server""mcp-server"

From the README

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# FastMCP 🚀

<strong>Move fast and make things.</strong>

*Made with 💙 by [Prefect](https://www.prefect.io/)*

<a href="https://trendshift.io/repositories/13266" target="_blank"></a>
</div>

---

The [Model Context Protocol](https://modelcontextprotocol.io/) (MCP) connects LLMs to tools and data. FastMCP gives you everything you need to go from prototype to production:

```python
from fastmcp import FastMCP

mcp = FastMCP("Demo 🚀")

@mcp.tool
def add(a: int, b: int) -> int:
    """Add two numbers"""
    return a + b

if __name__ == "__main__":
    mcp.run()
```

## Why FastMCP

Building an effective

Read full README on GitHub →

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