GraphQL MCP
Interact with GraphQL APIs using LLMs. Supports schema introspection and query execution.
mcp-graphql
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs. This implementation provides schema introspection and query execution capabilities, allowing models to discover and use GraphQL APIs dynamically.
Usage
Run mcp-graphql with the correct endpoint, it will automatically try to introspect your queries.
Environment Variables (Breaking change in 1.0.0)
Note: As of version 1.0.0, command line arguments have been replaced with environment variables.
| Environment Variable | Description | Default |
|---|---|---|
ENDPOINT | GraphQL endpoint URL | http://localhost:4000/graphql |
HEADERS | JSON string containing headers for requests | {} |
ALLOW_MUTATIONS | Enable mutation operations (disabled by default) | false |
NAME | Name of the MCP server | mcp-graphql |
SCHEMA | Path to a local GraphQL schema file or URL (optional) | - |
Examples
# Basic usage with a local GraphQL server
ENDPOINT=http://localhost:3000/graphql npx mcp-graphql
# Using with custom headers
ENDPOINT=https://api.example.com/graphql HEADERS='{"Authorization":"Bearer token123"}' npx mcp-graphql
# Enable mutation operations
ENDPOINT=http://localhost:3000/graphql ALLOW_MUTATIONS=true npx mcp-graphql
# Using a local schema file instead of introspection
ENDPOINT=http://localhost:3000/graphql SCHEMA=./schema.graphql npx mcp-graphql
# Using a schema file hosted at a URL
ENDPOINT=http://localhost:3000/graphql SCHEMA=https://example.com/schema.graphql npx mcp-graphql
Resources
- graphql-schema: The server exposes the GraphQL schema as a resource that clients can access. This is either the local schema file, a schema file hosted at a URL, or based on an introspection query.
Available Tools
The server provides two main tools:
-
introspect-schema: This tool retrieves the GraphQL schema. Use this first if you don't have access to the schema as a resource. This uses either the local schema file, a schema file hosted at a URL, or an introspection query.
-
query-graphql: Execute GraphQL queries against the endpoint. By default, mutations are disabled unless
ALLOW_MUTATIONSis set totrue.
Installation
Installing via Smithery
To install GraphQL MCP Server for Claude Desktop automatically via Smithery:
npx -y @smithery/cli install mcp-graphql --client claude
Installing Manually
It can be manually installed to Claude:
{
"mcpServers": {
"mcp-graphql": {
"command": "npx",
"args": ["mcp-graphql"],
"env": {
"ENDPOINT": "http://localhost:3000/graphql"
}
}
}
}
Security Considerations
Mutations are disabled by default as a security measure to prevent an LLM from modifying your database or service data. Consider carefully before enabling mutations in production environments.
Customize for your own server
This is a very generic implementation where it allows for complete introspection and for your users to do whatever (including mutations). If you need a more specific implementation I'd suggest to just create your own MCP and lock down tool calling for clients to only input specific query fields and/or variables. You can use this as a reference.
相關伺服器
Alpha Vantage MCP Server
贊助Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more
Creatify
MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and AI-powered editing tools.
repomemory
Persistent, structured memory for AI coding agents. Your repo never forgets.
Hackle
Query A/B test data using the Hackle API.
Unified MCP Client Library
An open-source library to connect any LLM to any MCP server, enabling the creation of custom agents with tool access.
MCP to SLOP Adapter
A lightweight adapter connecting MCP clients with any SLOP compatible server.
Octocode MCP
A server for semantic code search and context generation across public and private repositories using LLMs.
Enoch
MCP server for the Enoch control plane: dispatch gates, evidence sync, provenance, and quality gates for long-running autonomous AI work.
Roblox Studio MCP Server
Provides AI assistants with comprehensive access to Roblox Studio projects for exploration, script analysis, debugging, and bulk editing.
smartbear
One stop access to all smartbear products
CodeRabbit
Integrate with CodeRabbit AI for automated code reviews, pull request analysis, and report generation.