Qdrant MCP Server

free

A scalable vector database MCP for Copilot. Enables semantic search; document embeddings and persistent knowledge retrieval inside your IDE.

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Category: Semantic Memory & DatabaseCompany: Qdrant

Compatible Tools:

GitHub Copilot (Primary)

For stdio Server (Qdrant MCP Server Example):

https://github.com/qdrant/mcp-server-qdrant

For SSE Server:

URL: http://example.com:8080/sse

1. Install Qdrant & the MCP server via Docker or npm

2. Start server & expose endpoint

3. Configure MCP endpoint in Copilot settings

4. Use semantic memory + search features in coding tasks

Help other developers understand when this MCP works best and where to be careful.

No usage notes provided.