An MCP (Model Context Protocol) server that enables interaction with GraphQL APIs.

MCP GraphQL is a tool that implements the Model Context Protocol (MCP) to provide a standardized interface for interacting with GraphQL APIs. It automatically exposes each GraphQL query as a separate MCP tool, allowing MCP-compatible clients to seamlessly communicate with GraphQL services.

• Each GraphQL query is exposed as a distinct MCP tool
• Tool parameters automatically match the corresponding GraphQL query parameters
• JSON schema for tool inputs is dynamically generated from GraphQL query parameters
• No schema definition required - simply provide the API URL and credentials
• Currently supports GraphQL queries (mutations support planned for future releases)
• Configurable authentication (Bearer, Basic, custom headers)
• Automatic handling of complex GraphQL types

• Python 3.11 or higher

When using uv no specific installation is needed. We will use uvx to directly run mcp-graphql.

Alternatively you can install mcp-graphql via pip:

pip install mcp-graphql

git clone https://github.com/your-username/mcp_graphql.git
cd mcp_graphql
pip install .

Using uvx:

uvx mcp-graphql --api-url="https://api.example.com/graphql" --auth-token="your-token"

Using pip installation:

mcp-graphql --api-url="https://api.example.com/graphql" --auth-token="your-token"

or

python -m mcp_graphql --api-url="https://api.example.com/graphql" --auth-token="your-token"

• --api-url: GraphQL API URL (required)
• --auth-token: Authentication token (optional)
• --auth-type: Authentication type, default is "Bearer" (optional)
• --auth-headers: Custom authentication headers in JSON format (optional)

Example with custom headers:

mcp-graphql --api-url="https://api.example.com/graphql" --auth-headers='{"Authorization": "Bearer token", "X-API-Key": "key"}'

import asyncio
from mcp_graphql import serve

auth_headers = {"Authorization": "Bearer your-token"}
api_url = "https://api.example.com/graphql"

asyncio.run(serve(api_url, auth_headers))

Add to your Claude settings:

"mcpServers": {
  "graphql": {
    "command": "uvx",
    "args": ["mcp-graphql", "--api-url", "https://api.example.com/graphql"]
  }
}

"mcpServers": {
  "graphql": {
    "command": "docker",
    "args": ["run", "-i", "--rm", "mcp/graphql", "--api-url", "https://api.example.com/graphql"]
  }
}

"mcpServers": {
  "graphql": {
    "command": "python",
    "args": ["-m", "mcp_graphql", "--api-url", "https://api.example.com/graphql"]
  }
}

MCP GraphQL automatically:

1. Introspects the provided GraphQL API
2. Creates an MCP tool for each available GraphQL query
3. Generates JSON schema for tool inputs based on query parameters
4. Handles type conversions between GraphQL and JSON

When a tool is called, the server:

1. Converts the tool call parameters to a GraphQL query
2. Executes the query against the API
3. Returns the results to the MCP client

• Support for GraphQL mutations (with appropriate safeguards)
• Improved error handling and validation
• Additional optimizations based on specific GraphQL API implementations

# Create virtual environment using uv
uv venv

# Install dependencies
uv sync

ruff check .

This project is licensed under the MIT License. See the LICENSE file for details.

Contributions are welcome. Please feel free to submit a Pull Request or open an Issue.