TokenToSeaMCP Hub
中文 Console

MCP Qdrant Memory

delorenj

Knowledge graph memory with semantic search backed by the Qdrant vector database and OpenAI embeddings.

Setup

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

Add to CursorAdd to VS Code

claude mcp add qdrant-memory --env OPENAI_API_KEY='<OPENAI_API_KEY>' --env QDRANT_API_KEY='<QDRANT_API_KEY>' --env QDRANT_COLLECTION_NAME='<QDRANT_COLLECTION_NAME>' --env QDRANT_URL='<QDRANT_URL>' -- docker build -t mcp-qdrant-memory .

Environment variables

  • OPENAI_API_KEY
  • QDRANT_API_KEY
  • QDRANT_COLLECTION_NAME
  • QDRANT_URL

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