{
  "mcpServers": {
    "qdrant-docs": {
      "command": "npx",
      "args": ["-y", "mcp-qdrant-embedding-search"],
      "env": {
        "QDRANT_URL": "http://localhost:6333",
        "QDRANT_COLLECTION": "my_docs",
        "LMSTUDIO_URL": "http://localhost:1234"
      }
    }
  }
}

git clone https://github.com/plixplox/mcp-qdrant-embedding-search.git
cd mcp-qdrant-embedding-search
npm install
npm run build

{
  "mcpServers": {
    "qdrant-docs": {
      "command": "node",
      "args": ["/path/to/mcp-qdrant-embedding-search/dist/index.js"],
      "env": {
        "QDRANT_COLLECTION": "my_docs"
      }
    }
  }
}

{
  "env": {
    "TOOL_SEARCH_NAME": "search_api_reference",
    "TOOL_SEARCH_DESCRIPTION": "Search the REST API reference. Use when you need endpoint specs, request/response schemas, or auth details."
  }
}