Qdrant vector database integration. Store, search, and manage vector embeddings for similarity search and AI applications.
uvx mcp-server-qdrant
```json
{
"mcpServers": {
"qdrant": {
"command": "uvx",
"args": ["mcp-server-qdrant"],
"env": { "QDRANT_URL": "http://localhost:6333" }
}
}
}
```
upsert_pointssearchcreate_collectionlist_collectionsQdrant vector database integration. Store, search, and manage vector embeddings for similarity search and AI applications.
Language: Python
Category: AI & ML