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Qdrant | MCPFlix

Qdrant

Free

by MCP Community

MCP server for semantic search using local Qdrant and Ollama (default) with support for OpenAI, Cohere, and Voyage AI

v3.3.3Added Apr 12, 2026

mcpqdrantvector-searchsemantic-searchembeddings

Works with:ClaudeGPTGeminiCopilot

Qdrant MCP Server

MCP server for semantic search using local Qdrant and Ollama (default) with support for OpenAI, Cohere, and Voyage AI

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Quick install

npx -y @mhalder/qdrant-mcp-server

Add to claude_desktop_config.json

{
  "mcpServers": {
    "qdrant": {
      "command": "npx",
      "args": ["-y", "@mhalder/qdrant-mcp-server"]
    }
  }
}

Authentication

Not declared

Server class

Community

Compliance

None declared

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