Mcp Tool Factory

Mcp Tool Factory is an open-source Python package for generating universal MCP (Model Context Protocol) servers from plain English descriptions, OpenAPI specs, or database schemas. These servers expose tools and resources that are instantly compatible with AI agents and client frameworks like Claude, OpenAI Agents SDK, LangChain, Google ADK, and more. It automates building, testing, and deploying MCP servers, supports multi-provider LLMs (Anthropic, OpenAI, Google Gemini), has built-in authentication and CI/CD, and produces portable, production-ready agent-tool integrations for enterprises, developers, AI ops teams, and technical consultants.