AllBeAPI – Instantly expose Python code as MCP tools

Summary: AllBeAPI converts any Python environment, including standard libraries and custom code, into a Model Context Protocol (MCP) server. It enables Large Language Models like Claude and ChatGPT to execute local functions, manage stateful objects, and handle complex data types efficiently via the StreamableHTTP protocol.

What it does

AllBeAPI uses static analysis and runtime introspection to automatically expose Python libraries and scripts as MCP servers without manual schema definitions. It supports state management by allowing LLMs to instantiate and interact with Python classes in memory.

Who it's for

It is designed for developers and users who want to integrate local Python tools, such as data analysis scripts and database wrappers, with Large Language Models.

Why it matters

It eliminates the need for verbose schema writing and manual serialization, enabling seamless, stateful interaction between LLMs and Python environments.