mcp-server-qdrant

Qdrant Official MCP Server by Qdrant

MCP server for retrieving context from a Qdrant vector database

Live Registry Versionv0.8.1Previous: v0.8.0Published 2025-12-10

Stability Grade

B (81/100)

90-Day Velocity

0 releases

Stable release cadence

Dependencies

4 direct

PYPI manifest

License

Apache-2.0

Verified on PYPI

Recommended Exact Pin: uvx mcp-server-qdrant@0.8.1

PYPI Registry ->GitHub Repo ->

TL;DR Verdict & Quick Citation Summary (2026-10-24)Source: AgentBreakWatch Live PYPI Index

Qdrant Official MCP Server (mcp-server-qdrant) is currently at v0.8.1 on PYPI (published 2025-12-10), with a 90-day stability score of 81/100 (B) and MEDIUM schema drift risk across 0 releases in the past 90 days. v0.8.x requires explicit QDRANT_COLLECTION_NAME or per-call collection_name parameter in qdrant-find and qdrant-store. Production teams should pin uvx mcp-server-qdrant@0.8.1 rather than using unpinned @latest tags.

Breaking Changes & Tool Schema Drift Analysis

v0.8.x requires explicit QDRANT_COLLECTION_NAME or per-call collection_name parameter in qdrant-find and qdrant-store.

Watched Exports / MCP Tool Signatures:

qdrant-storeqdrant-find

Before (Deprecated / Unpinned Pattern)

{ "name": "qdrant-find", "arguments": { "query": "auth logic" } }

After (Verified v0.8.1 Pattern)

{ "name": "qdrant-find", "arguments": { "query": "auth logic", "collection_name": "codebase" } }

Frequently Asked Questions: mcp-server-qdrant

What is the latest version of mcp-server-qdrant on PYPI?

As of 2026-10-24, the latest stable version of mcp-server-qdrant (Qdrant Official MCP Server by Qdrant) on PYPI is v0.8.1, published on 2025-12-10. It has shipped 0 releases in the last 90 days.

Does mcp-server-qdrant v0.8.1 have breaking changes or MCP schema drift risk?

mcp-server-qdrant currently carries a MEDIUM schema drift risk rating with a Stability Score of 81/100 (Grade B). v0.8.x requires explicit QDRANT_COLLECTION_NAME or per-call collection_name parameter in qdrant-find and qdrant-store.

How do I safely pin mcp-server-qdrant in production?

Avoid unpinned @latest tags in production agent configs. Pin the exact verified version using `uvx mcp-server-qdrant@0.8.1` and monitor qdrant-store, qdrant-find for parameter or schema changes.

30-Min Registry & Schema Poller

Get Instant Breaking-Change Alerts for mcp-server-qdrant

We poll PYPI and qdrant/mcp-server-qdrant every 30 minutes. Get an email with the exact diff when mcp-server-qdrant ships a breaking release beyond v0.8.1.