GraphQL Toolkit
About
Enables LLMs to interact with GraphQL APIs through schema introspection and query execution, with security measures like disabled mutations and support for authentication headers.
Details
- Author
- kailashappdev
- Repository
- kailashGN/graphql-mcp-toolkit
- Categories
- Developer Tools, API, Database, Design, File Management, AI, Search, Infrastructure, Frontend
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Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
GraphQL ToolkitCommand (node, npx, python, etc.)npxArguments-
Argument 1
mcp-graphql -
Argument 2
--endpoint -
Argument 3
http://localhost:3000/graphql
Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
-
Argument 1
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
npx mcp-graphql --endpoint http://localhost:3000/graphql
To install GraphQL MCP Toolkit for Claude Desktop automatically via Smithery:
npx -y @smithery/cli install mcp-graphql --client claude
It can be manually installed to Claude:
{
"mcpServers": {
"mcp-graphql": {
"command": "npx",
"args": ["mcp-graphql", "--endpoint", "http://localhost:3000/graphql"]
}
}
}
introspect-schema
Retrieves the GraphQL schema. Use this first if you don't have access to the schema as a resource. It utilizes either the local schema file or an introspection query.
query-graphql
Executes GraphQL queries against the endpoint. By default, mutations are disabled unless the `--enable-mutations` flag is specified.
The server provides two main tools:
1. 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.
2. query-graphql: Execute GraphQL queries against the endpoint. By default, mutations are disabled unless --enable-mutations is specified.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"graphql toolkit": {
"env": {},
"args": [
"mcp-graphql",
"--endpoint",
"http://localhost:3000/graphql"
],
"command": "npx"
}
}
}
Linux
{
"env": [],
"args": [
"mcp-graphql",
"--endpoint",
"http://localhost:3000/graphql"
],
"command": "npx"
}
Macos
{
"env": [],
"args": [
"mcp-graphql",
"--endpoint",
"http://localhost:3000/graphql"
],
"command": "npx"
}
Windows
{
"env": [],
"args": [
"/c",
"npx",
"mcp-graphql",
"--endpoint",
"http://localhost:3000/graphql"
],
"command": "cmd"
}
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.
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:
1. 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.
2. 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 Toolkit 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.
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