io.github.avaazquezz/mcp-qdrantdatabases

Qdrant MCP

Verified · today

MCP server that wraps the Qdrant vector database API as tools.

Install

claude mcp add mcp-qdrant -- uvx mcp-qdrant

Requires: QDRANT_URL, QDRANT_API_KEY, QDRANT_LOCAL_PATH, QDRANT_MCP_TOOLSETS, QDRANT_MCP_READ_ONLY

Our take

This server exposes Qdrant vector database operations through MCP tools, so it is mainly for teams already using Qdrant for search, embeddings, or retrieval workflows. The use case is clear and technically grounded, but the zero-star footprint suggests an early or low-visibility project rather than a broadly validated integration. It looks reasonable for experimentation, with normal caution around maintenance and API coverage.

reviewed by hand · 2026-09-01

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Verification record

last verified: today
github stars: 0
last commit: today
archived: no
license: MIT
in registry since: 2026-08-31

github.com/avaazquezz/Qdrant-MCP

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