TingjiaInFuture/allbemcp

Turn your Python Code into MCP Tools Instantly

52
/ 100
Established

This tool helps Python developers integrate their existing Python code and libraries, like Pandas or custom scripts, directly with Large Language Models (LLMs) such as Claude or ChatGPT. It takes your Python functions and classes as input and exposes them as interactive tools, allowing the LLM to execute code, manipulate data, and manage stateful objects on your local machine. Developers building LLM-powered applications or agents would use this.

Available on PyPI.

Use this if you are a Python developer who wants to empower Large Language Models to call your Python functions, interact with dataframes, or manage stateful objects directly within an LLM chat interface or agent workflow.

Not ideal if you are not a Python developer or are looking for a no-code solution to connect LLMs to external services.

LLM-tooling Python-development AI-agent-development application-integration developer-productivity
Maintenance 10 / 25
Adoption 4 / 25
Maturity 24 / 25
Community 14 / 25

How are scores calculated?

Stars

7

Forks

3

Language

Python

License

AGPL-3.0

Last pushed

Feb 21, 2026

Commits (30d)

0

Dependencies

9

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