Magento GraphQL Docs

An MCP server that provides intelligent search and retrieval capabilities for Magento 2 GraphQL API documentation by ingesting markdown files from the Adobe Commerce WebAPI repository into a SQLite database with full-text search indexing. Built by florinel-chis using FastMCP, it automatically parses documentation files to extract GraphQL schema elements (queries, mutations, types), code examples, and metadata, then exposes tools for searching documentation by keywords, retrieving complete documents, finding GraphQL elements by name or type, browsing tutorials sequentially, and discovering related content through category and keyword matching. The implementation features automatic change detection to avoid unnecessary re-ingestion, configurable result limits, and structured data extraction that makes it useful for developers working with Magento GraphQL APIs who need quick access to documentation, code examples, and schema definitions without manually browsing through extensive documentation repositories.