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mcp-graphql
Model Context Protocol server for GraphQL
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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 (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
Resources
- graphql-schema: The server exposes the GraphQL schema as a resource that clients can access. This is either the local schema file 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 or an introspection query.
-
query-graphql: Execute GraphQL queries against the endpoint. By default, mutations are disabled unless
ALLOW_MUTATIONS
is 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.
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Reviews

user_SRYwfSHO
I've been using mcp-graphql by blurrah for a couple of projects, and it has significantly streamlined my API development process. The clear documentation and ease of integration make it a must-have for anyone looking to leverage GraphQL efficiently. Highly recommend checking it out!