Overview
What is MCP Server?
MCP Server is a scalable OpenAPI endpoint discovery and API request tool designed to facilitate the interaction with large OpenAPI specifications by providing a semantic search capability for API endpoints.
How to use MCP Server?
To use MCP Server, you can run it via Docker or install it using pip. Configure it with the URL of your OpenAPI JSON documentation and set the desired API prefix. You can then make requests to discover endpoints and execute API calls.
Key features of MCP Server?
- Utilizes remote OpenAPI JSON files without local file system access.
- Implements semantic search using an optimized MiniLM-L3 model for efficient endpoint discovery.
- FastAPI-based server with asynchronous support for improved performance.
- In-memory FAISS vector search for instant endpoint retrieval.
- Supports multi-instance configurations for handling multiple APIs simultaneously.
Use cases of MCP Server?
- Discovering and interacting with financial APIs.
- Integrating healthcare APIs for data retrieval.
- Automating API requests in development environments.
FAQ from MCP Server?
- Can MCP Server handle large OpenAPI specifications?
Yes! It is designed to process OpenAPI specs up to 10MB efficiently.
- Is there a Docker image available?
Yes! You can pull the latest Docker image from Docker Hub.
- How do I configure the server?
Configuration is done through environment variables, including the OpenAPI JSON URL and API prefix.