Qdrant MCP Server
JSON →Semantic code search using the Qdrant vector database and OpenAI embeddings.
Install
pip install qdrant-mcp-server Tools · 4
- semantic_code_search Find code by meaning, not just keywords using semantic search
- index_codebase Index entire codebase or specific files for semantic search
- background_indexer Start, stop, or check status of background file monitoring and reindexing
- search_code Search indexed code using natural language queries
Environment variables
OPENAI_API_KEYQDRANT_URLQDRANT_API_KEY
Links
★ 2 GitHub stars