io.github.cnkang/qdrant-memorydatabases

Qdrant Memory

Verified · today

Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.

Install

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

Requires: QDRANT_URL, QDRANT_API_KEY, EMBEDDING_API_KEY

Our take

Adds persistent, scoped agent memory backed by Qdrant through a small set of explicit stdio MCP tools. It is useful for agent builders who already want vector-backed recall, though the low star count suggests an early project despite the presence of a PyPI package.

reviewed by hand · 2026-10-14

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Verification record

last verified: today
github stars: 1
last commit: today
archived: no
license: MIT
in registry since: 2026-10-13

github.com/cnkang/qdrant-memory-mcp

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