KS
Killer-Skills

README.md — Categories.official

Verified
v1.0.0
GitHub

About this Skill

Perfect for Developer Agents needing comprehensive project documentation and analysis capabilities in Markdown format. <p align="center"><a href="https://github.com/tadata-org/fastapi_mcp"><img src="https://github.com/user-attachments/assets/7e44e98b-a0ba-4aff-a68a-4ffee3a6189c" alt="fastapi-to-mcp" height=100/></a></p> <div align="center"> <span style="font-size: 0.85em; font-weight: normal;">Built by <a href="https://tadata.com">Tadata</a></span> </div> <h1 align="center"> FastAPI-MCP </h1> <div align="center"> <a href="https://trendshift.io/repositories/14064" target="_blank"><img src="https://trendshi

# Core Topics

tadata-org tadata-org
[11.6k]
[920]
Updated: 3/5/2026

Quality Score

Top 5%
77
Excellent
Based on code quality & docs
Installation
SYS Universal Install (Auto-Detect)
Cursor IDE Windsurf IDE VS Code IDE
> npx killer-skills add tadata-org/fastapi_mcp

Agent Capability Analysis

The README.md MCP Server by tadata-org is an open-source Categories.official integration for Claude and other AI agents, enabling seamless task automation and capability expansion. Optimized for ai, authentication, authorization.

Ideal Agent Persona

Perfect for Developer Agents needing comprehensive project documentation and analysis capabilities in Markdown format.

Core Value

Empowers agents to parse and generate README.md files using GitHub API, providing project insights and metadata extraction capabilities with libraries like FastAPI and MCP, supporting protocols like HTTP and HTML.

Capabilities Granted for README.md MCP Server

Generating project documentation automatically
Parsing README.md files for metadata extraction
Creating project overviews with embedded images and links

! Prerequisites & Limits

  • Requires GitHub API access
  • Limited to Markdown file format
  • Dependent on FastAPI and MCP libraries
SKILL.md
Readonly
<p align="center"><a href="https://github.com/tadata-org/fastapi_mcp"><img src="https://github.com/user-attachments/assets/7e44e98b-a0ba-4aff-a68a-4ffee3a6189c" alt="fastapi-to-mcp" height=100/></a></p> <div align="center"> <span style="font-size: 0.85em; font-weight: normal;">Built by <a href="https://tadata.com">Tadata</a></span> </div> <h1 align="center"> FastAPI-MCP </h1> <div align="center"> <a href="https://trendshift.io/repositories/14064" target="_blank"><img src="https://trendshift.io/api/badge/repositories/14064" alt="tadata-org%2Ffastapi_mcp | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a> </div> <p align="center">Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!</p> <div align="center">

PyPI version Python Versions FastAPI CI Coverage

</div> <p align="center"><a href="https://github.com/tadata-org/fastapi_mcp"><img src="https://github.com/user-attachments/assets/b205adc6-28c0-4e3c-a68b-9c1a80eb7d0c" alt="fastapi-mcp-usage" height="400"/></a></p>

Features

  • Authentication built in, using your existing FastAPI dependencies!

  • FastAPI-native: Not just another OpenAPI -> MCP converter

  • Zero/Minimal configuration required - just point it at your FastAPI app and it works

  • Preserving schemas of your request models and response models

  • Preserve documentation of all your endpoints, just as it is in Swagger

  • Flexible deployment - Mount your MCP server to the same app, or deploy separately

  • ASGI transport - Uses FastAPI's ASGI interface directly for efficient communication

Hosted Solution

If you prefer a managed hosted solution check out tadata.com.

Installation

We recommend using uv, a fast Python package installer:

bash
1uv add fastapi-mcp

Alternatively, you can install with pip:

bash
1pip install fastapi-mcp

Basic Usage

The simplest way to use FastAPI-MCP is to add an MCP server directly to your FastAPI application:

python
1from fastapi import FastAPI 2from fastapi_mcp import FastApiMCP 3 4app = FastAPI() 5 6mcp = FastApiMCP(app) 7 8# Mount the MCP server directly to your FastAPI app 9mcp.mount()

That's it! Your auto-generated MCP server is now available at https://app.base.url/mcp.

Documentation, Examples and Advanced Usage

FastAPI-MCP provides comprehensive documentation. Additionaly, check out the examples directory for code samples demonstrating these features in action.

FastAPI-first Approach

FastAPI-MCP is designed as a native extension of FastAPI, not just a converter that generates MCP tools from your API. This approach offers several key advantages:

  • Native dependencies: Secure your MCP endpoints using familiar FastAPI Depends() for authentication and authorization

  • ASGI transport: Communicates directly with your FastAPI app using its ASGI interface, eliminating the need for HTTP calls from the MCP to your API

  • Unified infrastructure: Your FastAPI app doesn't need to run separately from the MCP server (though separate deployment is also supported)

This design philosophy ensures minimum friction when adding MCP capabilities to your existing FastAPI services.

Development and Contributing

Thank you for considering contributing to FastAPI-MCP! We encourage the community to post Issues and create Pull Requests.

Before you get started, please see our Contribution Guide.

Community

Join MCParty Slack community to connect with other MCP enthusiasts, ask questions, and share your experiences with FastAPI-MCP.

Requirements

  • Python 3.10+ (Recommended 3.12)
  • uv

License

MIT License. Copyright (c) 2025 Tadata Inc.

Related Skills

Looking for an alternative to README.md or building a Categories.official AI Agent? Explore these related open-source MCP Servers.

View All

flags

Logo of facebook
facebook

Use when you need to check feature flag states, compare channels, or debug why a feature behaves differently across release channels.

243.6k
0
Design

extract-errors

Logo of facebook
facebook

Use when adding new error messages to React, or seeing unknown error code warnings.

243.6k
0
Design

fix

Logo of facebook
facebook

Use when you have lint errors, formatting issues, or before committing code to ensure it passes CI.

243.6k
0
Design

flow

Logo of facebook
facebook

Use when you need to run Flow type checking, or when seeing Flow type errors in React code.

243.6k
0
Design