Qdrant MCP Server
Official Qdrant vector search engine integration for semantic memory and similarity search.
Good Security
Security ScoreB
Vulnerabilities Found
Quality ScoreC
Maintenance57
Popularity79
Documentation46
Available Documentation
Compatibility67
Features
Supported Transports
Agentic MCP Risk Intelligence
MCPSafe checks risks unique to AI-connected MCP servers — prompt surfaces, model-controlled tools, credentials, filesystems, and network reachability.
The current scan did not find prompt-injection, agent command, exfiltration, unbounded filesystem, or MCP SSRF patterns.
Tool metadata can steer or hijack AI clients before a user invokes the tool.
Model-selected tool arguments can reach shell/process execution.
Tool context combines credential access with outbound network capability.
AI-controlled paths may access files outside the intended workspace.
AI-controlled URLs may reach local, metadata, or internal network services.
Vulnerabilities(2)
READMEQdrant MCP Server
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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[](https://mcpsafe.org/registry/qdrant-mcp-server)Server Information
- Source
- GITHUB
- Version
- 0.3.0
- Language
- python
- License
- Apache-2.0
- Transport
- STDIO
- Added
- Jan 20, 2026
- Updated
- Jul 13, 2026