{"repo":"qdrant/mcp-server-qdrant","free":true,"listed":false,"github":"https://github.com/qdrant/mcp-server-qdrant","clone":"git clone https://github.com/qdrant/mcp-server-qdrant.git","description":"An official Qdrant Model Context Protocol (MCP) server implementation","language":"Python","stars":1503,"topics":["claude","cursor","llm","mcp","mcp-server","semantic-search","windsurf"],"license":"Apache-2.0","category":"mcp-servers","readme_excerpt":"mcp-server-qdrant: A Qdrant MCP server The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you're building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need. This repository is an example of how to create a MCP server for Qdrant, a vector search engine. Overview An official Model Context Protocol server for keeping and retrieving memories in the Qdrant vector search engine. It acts as a semantic memory layer on top of the Qdrant database. Components Tools 1. qdrant-store - Store some information in the Qdrant database - Input: - information (string): Information to store - metadata (JSON): Optional metadata to store - collection name (string): Name of the collection to store the information in. This field is required if there are no default collection name. If there is a default collection name, this field is not enabled. - Returns: Confirmation message 2. qdrant-find - Retrieve relevant information from the Qdrant database - Input: - query (string): Query to use for searching - collection name (string): Name of the collection to store the information in. This field is required if there are no default collection name. If there is a default collection name, this field is not enabled. - Returns: Information stored in the Qdrant database as separate messages Environment Va","default_branch":null,"files":null,"tree":[],"storefront":"/r/qdrant","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/qdrant/mcp-server-qdrant/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}