Category

Qdrant MCP server enables seamless integration between LLM applications and Qdrant vector search for semantic memory and context retrieval.

Model Context Protocol server for Pinecone, enabling reading and writing operations with rudimentary RAG capabilities for Claude.

An MCP server for VikingDB, enabling efficient storage and search of vector embeddings developed by ByteDance.

Elasticsearch MCP Server provides Elasticsearch interaction through a Model Context Protocol, enabling document search and cluster management.

Bilibili MCP is a Node.js-based video search server using the Model Context Protocol, offering a simple API for querying Bilibili videos.

A Model Context Protocol (MCP) server for free web searching using Google results, no API keys needed, returning structured data.