# Qdrant Official MCP Server (mcp-server-qdrant) - AgentBreakWatch Reference

> TL;DR Verdict: 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 last 90 days. v0.8.x requires explicit QDRANT_COLLECTION_NAME or per-call collection_name parameter in qdrant-find and qdrant-store.

## Live Telemetry Metadata
- Canonical Page: https://agentbreakwatch.vercel.app/p/mcp-server-qdrant
- Category Hub: https://agentbreakwatch.vercel.app/c/database-backend (Database, SQL & Vector DB MCP Servers Stability Index)
- Package Name: `mcp-server-qdrant`
- Registry: PYPI (https://pypi.org/project/mcp-server-qdrant/)
- GitHub Repository: https://github.com/qdrant/mcp-server-qdrant
- Vendor: Qdrant
- Latest Live Version: v0.8.1
- Published Date: 2025-12-10T10:25:42.944786Z
- 90-Day Release Count: 0
- Direct Dependencies: 4
- License: Apache-2.0
- Stability Score: 81/100 (Grade B)
- Schema Drift Risk: MEDIUM
- Recommended Exact Pin Command: `uvx mcp-server-qdrant@0.8.1`
- Watched Symbols / MCP Tools: qdrant-store, qdrant-find
- Snapshot Timestamp: 2026-10-24T12:11:27.697Z

## Breaking Change & Schema Drift Summary
v0.8.x requires explicit QDRANT_COLLECTION_NAME or per-call collection_name parameter in qdrant-find and qdrant-store.

## Migration Diff: Before (Deprecated / Unpinned Pattern)
```
{ "name": "qdrant-find", "arguments": { "query": "auth logic" } }
```

## Migration Diff: After (Verified v0.8.1 Pattern)
```
{ "name": "qdrant-find", "arguments": { "query": "auth logic", "collection_name": "codebase" } }
```

## Recent Verified Releases
- v0.8.1 (published 2025-12-10) [LATEST]
- v0.8.0 (published 2025-06-27)
- v0.7.1 (published 2025-03-11)
- v0.7.0 (published 2025-03-10)
- v0.6.0 (published 2025-03-05)
- v0.5.2 (published 2024-12-13)