automcp is an innovative tool that simplifies the process of converting tools, agents, and workflow orchestrators built with various existing Agent frameworks (including CrewAI, LangGraph, Llama Index, OpenAI Agents SDK, and Pydantic AI) into Model Context Protocol (MCP) servers.

The key to MCP servers is providing a standardized interface that allows various MCP-compatible clients, such as Cursor and Claude Desktop, to seamlessly access these converted Agent functionalities. Essentially, automcp acts as a bridge, enabling developers to more easily integrate existing Agent tools into the broader MCP-compatible client ecosystem, significantly improving Agent application interoperability.

With automcp, developers can expose complex logic and services built on different Agent frameworks as unified MCP interfaces without complex adaptation work. This brings greater flexibility and broader usage scenarios to Agent technology, allowing users to easily call and use various Agent tools and services on their preferred MCP clients.

Address: https://github.com/NapthaAI/automcp