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Qdrant

OfficialFeatured 🗄️ Data & Files

The official Qdrant MCP server provides a semantic memory layer on top of the Qdrant vector database. Store, retrieve, and search data using vector similarity with support for both cloud-hosted and local Qdrant instances.

Tags

vector searchRAG

Tools (2)

qdrant-storeqdrant-find

Client configuration

Cursor (.cursor/mcp.json)

{ "mcpServers": { "qdrant": { "command": "uvx", "args": [ "mcp-server-qdrant@0.8.1" ], "env": { "QDRANT_URL": "your-qdrant-url-here", "QDRANT_API_KEY": "your-qdrant-api-key-here", "COLLECTION_NAME": "your-collection-name-here" } } } }

VS Code (.vscode/mcp.json)

{ "servers": { "qdrant": { "command": "uvx", "args": [ "mcp-server-qdrant@0.8.1" ], "env": { "QDRANT_URL": "your-qdrant-url-here", "QDRANT_API_KEY": "your-qdrant-api-key-here", "COLLECTION_NAME": "your-collection-name-here" }, "type": "stdio" } } }

Replace the placeholders before connecting. Authorize in your client when prompted.

The Cursor JSON also works in Claude Desktop's local MCP configuration. Install the required runtime and local software first.

Documentation →