GraphQL Forge is an MCP server designed to bridge GraphQL APIs with AI tools and developer environments. It intelligently introspects any GraphQL schema, automatically generating robust MCP tools for all queries and mutations. The system handles complex tasks like parameter validation, smart field selection to prevent common GraphQL errors, and management of schema caching. With support for both stdio and HTTP transports, it provides a flexible solution for integrating GraphQL APIs, including those requiring authentication, into AI-driven applications and automated workflows.