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Qdrant MCP Server

mhalder

Semantic search over a local Qdrant vector database using OpenAI embeddings.

Setup

Choose your client, copy the config, then fill in any required environment variables.

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claude mcp add qdrant-server-mhalder --env EMBEDDING_BASE_URL='<EMBEDDING_BASE_URL>' --env PROMPTS_CONFIG_FILE='<PROMPTS_CONFIG_FILE>' --env QDRANT_URL='<QDRANT_URL>' -- node /path/to/qdrant-mcp-server/build/index.js

Environment variables

  • EMBEDDING_BASE_URL
  • PROMPTS_CONFIG_FILE
  • QDRANT_URL

Replace the placeholders with your own credentials and keep them out of version control.