Star Wars Planet Data (Couchbase)

This MCP server, developed by Shivay at Couchbase, demonstrates semantic search capabilities for Star Wars planets using Couchbase's vector search functionality. Built with TypeScript, it implements two main tools: fetching planet details and finding similar planets based on vector embeddings. The server leverages Couchbase's efficient vector search index for fast similarity lookups and includes features like timeout protection and comprehensive error handling. By integrating the Model Context Protocol with Couchbase's vector search, this implementation enables AI models to access and analyze Star Wars planet data seamlessly. It is particularly useful for applications requiring semantic search in specialized domains, showcasing how vector databases can enhance AI-powered information retrieval and similarity analysis.