1 repositories in the Claude AI ecosystem, indexed and ranked by ClaudeWave.
MCP server exposing the full Qdrant vector database API as 49 tools: hybrid search, snapshots, observability. Read-only guard, SSRF protection. PyPI, Docker, MIT.