Openapi
OpenAPI-MCP is a proxy server that dynamically converts OpenAPI specifications into MCP tools, enabling AI agents to access external APIs without custom encapsulation.
2.5 points
7.5K

What is the OpenAPI to MCP Proxy Server?

The OpenAPI to MCP Proxy Server is a bridge tool that parses OpenAPI specification files and transforms API operations into standardized MCP tools, resources, and prompts. This enables AI agents to easily call external APIs without writing custom wrappers.

How to use the OpenAPI to MCP Proxy Server?

Simply install the server and configure it to connect to your OpenAPI specification file, and you can start using it. Then, AI agents can call remote APIs as if they were local tools.

Applicable scenarios

Suitable for AI projects that need to quickly integrate external APIs, especially those services that need to call multiple different APIs frequently.

Main features

Support multiple transmission methods
Optimized support for standard input/output (stdio), can be directly used with popular LLM coordinators.
Automatically parse OpenAPI
Parse OpenAPI specification files and register all available operations as callable MCP tools.
Automatic resource registration
Automatically convert OpenAPI component models into resource objects with defined URIs.
Context prompt generation
Generate context prompts based on API operations to help LLMs better understand how to use the API.
OAuth2 support
Handle machine authentication, support the client credentials flow.
JSON-RPC 2.0 compatibility
Fully comply with the JSON-RPC 2.0 request/response structure.
Extended tool metadata
Include detailed parameter information and response models.
Advantages
Simplify the API integration process without writing custom wrappers.
Support multiple transmission protocols, easy to integrate with existing systems.
Powerful parameter parsing ability to ensure the accuracy of data types.
Dynamically generate context prompts to improve the understanding ability of LLMs.
Limitations
Dependent on valid OpenAPI specification files.
May require additional configuration for very complex APIs.
Some advanced features may require specific environment settings.

How to use

Install the server
Clone the repository and install the dependencies.
Configure the Llm coordinator
Add the server configuration to the Llm coordinator.
Start the server
Run the server script to start listening for requests.

Usage examples

Query all pets in the pet store
Use the OpenAPI to MCP proxy server to query all pets in the pet store.
Create a new order
Use the proxy server to create a new order.

Frequently Asked Questions

How to install the OpenAPI to MCP proxy server?
Does it support OAuth2 authentication?
Does it support the JSON-RPC 2.0 protocol?

Related resources

GitHub repository
Get more information about the OpenAPI to MCP proxy server.
Documentation
Detailed user guide and technical documentation.

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {

    "petstore3": {
      "command": "full_path_to_openapi_mcp/venv/bin/python",
      "args": ["full_path_to_openapi_mcp/src/server.py"],
      "env": {
        "SERVER_NAME": "petstore3",
        "OPENAPI_URL": "https://petstore3.swagger.io/api/v3/openapi.json"
      },
      "transport": "stdio"
    }

  }
}
Note: Your key is sensitive information, do not share it with anyone.

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