fastmcp shipped an update

FastMCP, the standalone Python framework for building Model Context Protocol servers and clients, is downloaded a million times a day and powers 70% of MCP servers across all languages, according to its project listing. FastMCP 1.0 was incorporated into the official MCP Python SDK in 2024, and the actively maintained standalone project now holds 28k GitHub stars under the Apache-2.0 license, with its latest recorded repository push in October 2026. The listing positions FastMCP as the standard framework for MCP work, auto-generating schemas, validation and documentation from Python function declarations and managing transport negotiation, authentication and protocol lifecycle for client connections.

fastmcp The fast, Pythonic way to build MCP servers and clients. Building custom MCP servers and clients in Python quickly. You want a ready-made server — this is the toolkit for building one. About fastmcp The Model Context Protocol MCP connects LLMs to tools and data. FastMCP gives you everything you need to go from prototype to production: Building an effective MCP application is harder than it looks. FastMCP handles all of it. Declare a tool with a Python function, and the schema, validation, and documentation are generated automatically. Connect to a server with a URL, and transport negotiation, authentication, and protocol lifecycle are managed for you. You focus on your logic, and the MCP part just works: with FastMCP, best practices are built in. That's why FastMCP is the standard framework for working with MCP. FastMCP 1.0 was incorporated into the official MCP Python SDK in 2024. Today, the actively maintained standalone project is downloaded a million times a day, and some version of FastMCP powers 70% of MCP servers across all languages. fastmcp is listed in this index written primarily in Python, with 28k stars on GitHub. Its latest recorded repository push was in October 2026; that is not an ASE editorial review date. uv pip install fastmcp Make your product part of the discovery. Explore advertising fastmcp and related category tools Alternatives guide → https://agentsearchengine.app/alternatives/fastmcp | Record | Stars | Pricing | | | |---|---|---|---|---| | fastmcpthis listing | 28k | Python | Apache-2.0 | Costs not checked | | MCP Python SDK official https://agentsearchengine.app/agents/mcp-python-sdk | 25k | Python | MIT | Costs not checked |