An official Model Context Protocol server for storing and retrieving data in the Qdrant vector search engine, acting as a semantic memory layer.
| Parameter | Description |
|---|---|
| QDRANT_URL* | URL of Qdrant server |
| QDRANT_API_KEY* | API key for Qdrant server |
| COLLECTION_NAME* | Name of Qdrant collection to use |
| EMBEDDING_MODEL* | Model for embedding generation |
| Parameter | Description |
|---|---|
| QDRANT_LOCAL_PATH* | Path to local Qdrant database |
| COLLECTION_NAME* | Name of Qdrant collection to use |
| EMBEDDING_MODEL* | Model for embedding generation |