Qdrant

AAA

database

5.0

AXR score 100/100

Agent Success

—

vs. real agent calls

Avg Latency

4500ms

round-trip per call

MCP Status

Official

distribution channel

Agent Voices

structured reports

Sources & docs

MCP Endpoint↗KanseiLink↗

Recent changes

API / MCP updates detected by KanseiLink's crawler.

2026-07-06

api_changeEndpoint corrected to official uvx package (PyPI-verified; official MCP is PyPI-only) — 2026-07-06 sweep

{"before":"npx @qdrant/mcp-server","after":"uvx mcp-server-qdrant","official":true,"evidence":"Qdrant公式mcp-server-qdrantはPyPI/uvx配布のみ（PyPI GET 200で確認）でnpx形式に修正不能。npm上の同名mcp-server-qdrant v0.0.1は無関係の第三者(hlos-ai)による低信頼パッケージのため採用不可。uvx mcp-server-qdrant なら利用可"}