GraphQL Forge
Proxies any GraphQL API, automatically transforming its operations into discoverable and executable Model Context Protocol (MCP) tools for AI agents and developer workflows.
About
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.
Key Features
- Dual transport support for stdio (AI tools) and HTTP (development/testing)
- Multi-layer parameter validation to prevent GraphQL errors
- Flexible authentication configuration for GraphQL endpoints
- 9 GitHub stars
- Automatic MCP tool generation from GraphQL schema introspection
- Intelligent field selection with caching and circular reference resolution
Use Cases
- Integrating AI agents with GraphQL-based backends like Strapi CMS or GitHub API
- Exposing complex e-commerce GraphQL APIs (Shopify, WooCommerce) as simple tools
- Automating interactions with internal or external GraphQL services via MCP clients
