Qdrant
Created 7 months ago
An official Model Context Protocol server for keeping and retrieving memories in the Qdrant vector search engine.
What is Qdrant?
Implement semantic memory layer on top of the Qdrant vector search engine
Documentation
Overview
An official Model Context Protocol server for keeping and retrieving memories in the Qdrant vector search engine. It acts as a semantic memory layer on top of the Qdrant database.
Components# Tools
qdrant-store- Store some information in the Qdrant databaseqdrant-find- Retrieve relevant information from the Qdrant database
Environment Variables
The configuration of the server is done using environment variables.
Installation# Using uvx
When using uvx, no specific installation is needed to directly run mcp-server-qdrant.
Using Docker
A Dockerfile is available for building and running the MCP server.
Using with Cursor/Windsurf
You can configure this MCP server to work as a code search tool for Cursor or Windsurf.
Using with Claude Code
You can enhance Claude Code's capabilities by connecting it to this MCP server.
Run MCP server in Development Mode
The MCP server can be run in development mode using the mcp dev command.
License
This MCP server is licensed under the Apache License 2.0.
Server Config
{
"mcpServers": {
"qdrant-server": {
"command": "npx",
"args": [
"qdrant"
]
}
}
}