MCP Generator for Your API

What is MCP Generator for Your API?

MCP Generator for Your API is an open-source tool that automatically generates Model Context Protocol (MCP) servers from OpenAPI specification files. Created by liblab, the tool simplifies the process of connecting existing APIs to AI agents and applications that support the MCP standard. The generator takes an API specification as input and produces a fully functional MCP server, eliminating the manual work typically required to integrate APIs with AI tools. This addresses a significant friction point in the AI development workflow, where connecting to custom or existing APIs has traditionally required substantial additional development effort. The tool is designed for developers and teams who maintain APIs and want to make them accessible to AI agents without extensive integration work. It's particularly useful for organizations looking to leverage their existing API infrastructure within AI applications, including custom chatbots, autonomous agents, and other AI-powered tools. As an open-source project, MCP Generator for Your API is freely available and can be self-hosted, making it accessible to developers of all sizes. The tool builds on liblab's existing expertise in API tooling, SDK generation, and documentation automation, applying those capabilities to the emerging MCP ecosystem. By automating server generation from standard OpenAPI specs, it reduces boilerplate code and accelerates API integration timelines for AI applications.