GraphQL MCP Server
MCP for working with GraphQL servers.
blurrah
Tools
query-graphql
Query a GraphQL server
README
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.
<a href="https://glama.ai/mcp/servers/4zwa4l8utf"><img width="380" height="200" src="https://glama.ai/mcp/servers/4zwa4l8utf/badge" alt="mcp-graphql MCP server" /></a>
Usage
Run mcp-graphql
with the correct endpoint, it will automatically try to introspect your queries.
Command Line Arguments
Argument | Description | Default |
---|---|---|
--endpoint |
GraphQL endpoint URL | http://localhost:4000/graphql |
--headers |
JSON string containing headers for requests | {} |
--enable-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
npx mcp-graphql --endpoint http://localhost:3000/graphql
# Using with custom headers
npx mcp-graphql --endpoint https://api.example.com/graphql --headers '{"Authorization":"Bearer token123"}'
# Enable mutation operations
npx mcp-graphql --endpoint http://localhost:3000/graphql --enable-mutations
# Using a local schema file instead of introspection
npx mcp-graphql --endpoint http://localhost:3000/graphql --schema ./schema.graphql
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
--enable-mutations
is specified.
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.
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", "--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.
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Neon Database
MCP server for interacting with Neon Management API and databases
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
AIO-MCP Server
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows. Folk from
React MCP
react-mcp integrates with Claude Desktop, enabling the creation and modification of React apps based on user prompts
Atlassian Integration
Model Context Protocol (MCP) server for Atlassian Cloud products (Confluence and Jira). This integration is designed specifically for Atlassian Cloud instances and does not support Atlassian Server or Data Center deployments.

Any OpenAI Compatible API Integrations
Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more.
MySQL Server
Allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured.
Browser Use (used by Deploya.dev)
AI-driven browser automation server that implements the Model Context Protocol to enable natural language control of web browsers for tasks like navigation, form filling, and visual interaction.
Aindreyway Codex Keeper
Serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.