qdrant-patterns
Installation
SKILL.md
Qdrant Patterns
Use the qdrant MCP server tools for persistent vector storage and semantic retrieval.
Available Tools
| Tool | Purpose |
|---|---|
qdrant-store |
Store information with automatic embedding |
qdrant-find |
Semantic search for stored information |
Collection Configuration
The collection name is configured via environment variable:
COLLECTION_NAME- Set to${WORKSPACE_PROFILE:-default}_memories
This provides workspace isolation - each profile gets its own collection.