Graphql

Points at any GraphQL endpoint and auto-generates MCP tools for every query and mutation via introspection. No configuration files, no code generation step. Works with public APIs like the Countries GraphQL demo or authenticated services like GitHub's GraphQL API using bearer tokens or API keys. The server flattens nested input objects into simple parameters since LLMs handle flat schemas more reliably than deep nesting. Includes smart response truncation to avoid context overflow, schema caching for faster restarts, and mutation safety guards that warn or block destructive operations like deleteUser or removeRepository. Useful when you want Claude to query or modify data through a GraphQL API without building custom tool definitions by hand.