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Qdrant MCP
Official Qdrant MCP server for storing, retrieving, and searching vector embeddings in the Qdrant vector database.
MCP verified
Integration
| Transport | stdio |
| Auth | api-key |
| Endpoint | mcp-server-qdrant |
| Install | uvx mcp-server-qdrant |
Use Cases
| 01 | Store and retrieve agent memories using vector similarity search |
| 02 | Build RAG pipelines with semantic document retrieval |
| 03 | Manage vector collections and perform filtered searches |
Tags
qdrant vector-search embeddings semantic-search memory
Machine-readable: /api/servers.json
· JSON-LD schema embedded in <head>