Qdrant MCP Server
v0.3.0
Verified
Official Qdrant vector search engine integration for semantic memory and similarity search.
By QdrantApache-2.0
python
ai ml
680stars
6.5Kdownloads
95forks
Scanned Feb 8, 2026
A92%
Scanned 3w ago
Very Good Security
Vulnerabilities Found
0Crit
0High
0Med
1Low
2Info
Security ScoreA
92
out of 100
Vulnerabilities Found
0
Crit
0
High
0
Medi
1
Low
2
Info
Last scanned: 2/8/2026
Quality ScoreB
88
out of 100
88
Maint.
83
Popular
88
Docs
88
Compat
Maintenance88%
Popularity83%
Documentation88%
Compatibility88%
Maintenance88
Recent
8 days agoCommit Frequency84%
Release Frequency79%
Issue Response84%
Popularity83
680
Stars
6.5K
Downloads
95
Forks
Stars Score53%
Downloads Score53%
Forks Score54%
Documentation88
README Quality75%
Available Documentation
API DocsExamplesChangelog
Compatibility88
MCP Spec Compliance93%
Transport Support50%
Features
TypeScript
Supported Transports
STDIO
Vulnerabilities(3)
1Low
2Info
Filter:
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View sourceQdrant MCP Server
Vector search integration for AI assistants.
Features
- Vector Search - Semantic similarity search
- Collection Management - Manage vector collections
- Memory Layer - Persistent semantic memory
- Filtering - Advanced query filters
License
Apache 2.0
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Server Information
- Source
- GITHUB
- Version
- 0.3.0
- Language
- python
- License
- Apache-2.0
- Transport
- STDIO
- Added
- Jan 20, 2026
- Updated
- Feb 8, 2026