Automatically generate MCP servers from Python modules using LLM-powered documentation
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# auto-mcp [](https://pypi.org/project/auto-mcp-tool/) [](https://pypi.org/project/auto-mcp-tool/) [](https://github.com/krajasek/auto-mcp-framework/blob/main/LICENSE) Automatically generate MCP (Model Context Protocol) servers from Python modules using LLM-powered documentation. ## Table of Contents - [Features](#features) - [Installation](#installation) - [Quick Start](#quick-start) - [MCP Transports](#mcp-transports) - [Package Analysis](#package-analysis) - [Manifest-Based Generation](#manifest-based-generation) - [Wrapper for C Extensions](#wrapper-for-c-extensions) - [Type Serialization System](#type-serialization-system) - [CLI Reference](#cli-reference) - [Python API Reference](#python-api-reference) - [Decorators](#decorators) - [Session Lifecycle](#session-lifecycle) - [LLM Providers](#llm-providers) - [Configuration](#configuration) - [Hot Reload](#hot-reload) - [Examples](#examples) - [Simple Math](#simple-math-examplessimple_math) - [Async API](#async-api-examplesasync_api) - [Class Service](#class-service-examplesclass_service) - [Pandas Analytics](#pandas-analytics-examplespandas_analytics) - [SQLite Database](#sqlite-database-examplessqlite_database) - [Pandas MCP Server Setup Guide](#pandas-mcp-server-setup-guide) - [SQLite MCP Server Setup Guide](#sqlite-mcp-server-setup-guide) - [Integration with Claude Desktop](#integration-with-claude-desktop) - [Development](#development) - [License](#license) --- ## Features - **Automatic Tool Generation**: Exposes public functions as MCP tools - **Package Analysis**: Recursively analyze installed packages (requests, pandas, etc.) - **LLM-Powered Descriptions**: Uses local (Ollama) or cloud (OpenAI, Anthropic) LLMs to generate tool descriptions - **Multiple Output Formats**: Standalone file, Python pac…
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