Scalable OpenAPI Endpoint Discovery
Enables semantic search and API request execution for OpenAPI specifications within the Claude Desktop environment.
About
This tool provides a scalable solution for discovering and interacting with APIs defined by OpenAPI specifications, particularly large ones. It uses in-memory semantic search powered by a MiniLM-L3 model to quickly find relevant API endpoints based on natural language queries. The server then returns complete endpoint documentation, allowing Claude Desktop to construct and execute API requests with full parameter details. It also provides a tool to make the actual restful request.
Key Features
- Utilizes in-memory FAISS vector search to enable instant endpoint discovery.
- Uses remote OpenAPI JSON files as source, eliminating local file system access and the need for updates upon API changes.
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- Employs endpoint-based chunking for OpenAPI specs, allowing the processing of documents exceeding 100KB.
- Performs semantic search using an optimized MiniLM-L3 model.
- Provides an essential tool for reliable API request execution using the full OpenAPI specification.
Use Cases
- Enable semantic search and discovery of API endpoints via natural language queries.
- Serve private APIs with large OpenAPI specifications.
- Integrate with Claude Desktop for AI-powered API interaction.
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