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Graphql Api Integration

A Model Context Protocol server that enables LLMs to interact with GraphQL APIs, providing schema introspection and query execution functions, allowing models to dynamically discover and use GraphQL APIs.
2.5 points
8

What is mcp-graphql?

mcp-graphql is a Model Context Protocol (MCP) server that acts as middleware, allowing AI models to dynamically discover and use GraphQL APIs. Through schema introspection and query execution functions, models can automatically learn the API structure and interact with it.

How to use mcp-graphql?

Simply run the server and specify the GraphQL endpoint, and mcp-graphql will automatically handle schema introspection. Then AI models can interact with the API through two main tools (introspect-schema and query-graphql).

Use cases

Suitable for scenarios where AI models need to access GraphQL APIs, such as automated data queries, API exploration, data integration, etc. It is particularly suitable for developing AI assistants to integrate with existing GraphQL services.

Main features

Schema introspectionAutomatically obtain the complete schema structure of the GraphQL API, enabling AI models to understand available queries and types.
Query executionExecute GraphQL queries on behalf of AI models and return results.
Security controlMutation operations are disabled by default to prevent AI from accidentally modifying data.
Local schema supportYou can choose to use a local schema file instead of an introspection query.

Advantages and limitations

Advantages
No need to pre - define the API structure, supports dynamic discovery
Simplifies the integration of AI models with GraphQL APIs
Provides security control to prevent accidental data modification
Supports custom request headers to meet authentication requirements
Limitations
Mutation operations are disabled by default and need to be explicitly enabled
Performance depends on the response speed of the target GraphQL server
Complex schemas may cause difficulties for AI models to understand

How to use

Install the server
Install via npm or use Smithery for automatic installation.
Configure the endpoint
Specify the GraphQL API endpoint to connect to.
Add authentication (optional)
If necessary, add request headers for authentication.
Enable mutations (optional)
If you need to allow AI to perform data modification operations, enable mutations.

Usage examples

API explorationLet AI models automatically explore and understand the structure of GraphQL APIs.
Data queryAI models perform specific data queries.
Integration testingTest the integration of AI models with GraphQL APIs.

Frequently Asked Questions

Why are mutation operations disabled by default?
How to handle authentication?
Can I use a local schema file?
How about the performance?

Related resources

Smithery platform
Automatically install and manage MCP servers.
GraphQL official documentation
GraphQL technical documentation and specifications.
MCP protocol description
Detailed description of the Model Context Protocol.
Installation
Copy the following command to your Client for configuration
{
    "mcpServers": {
        "mcp-graphql": {
            "command": "npx",
            "args": ["mcp-graphql", "--endpoint", "http://localhost:3000/graphql"]
        }
    }
}
Note: Your key is sensitive information, do not share it with anyone.
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