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The Tool Factory simplifies the creation of Model Context Protocol (MCP) servers, allowing AI assistants to securely interact with external data and tools. It provides robust generation capabilities from various inputs: natural language descriptions, existing OpenAPI specifications, or directly from database schemas (SQLite, PostgreSQL). The generated servers are production-ready, featuring built-in logging, metrics, rate limiting, and retry logic, and are compatible with leading AI frameworks like Claude, OpenAI Agents SDK, and Google ADK. This tool itself operates as an MCP server, enabling conversational server generation.