Qdrant MCP Server

A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.

Local serverstdio

What is the Qdrant MCP Server?

Qdrant MCP Server is an MCP project maintained in the hadv/vito-mcp repository. The maintainer describes its purpose as “A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval”. Read the project documentation for the complete scope.

Local setup

The project provides a local client configuration using /bin/zsh. Follow the repository’s build and installation steps before copying it, and replace example paths with the paths on your own computer.

Source

Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.

How to install the Qdrant MCP Server

{
  "mcpServers": {
    "wisdomforge": {
      "command": "/bin/zsh",
      "args": [
        "/path/to/wisdomforge/run-wisdomforge-mcp.sh"
      ]
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.