workspace-qdrant-mcp
Project-scoped vector database for AI assistants, providing hybrid semantic + keyword search with automatic project detection.
🚧 v0.2.0 rebuild in progress
workspace-qdrant-mcp is being rebuilt from the ground up in preparation for v0.2.0 — a unified storage model, better search quality, more reliable file watching, and a cleaner architecture, with a no-re-index migration for existing users. Once the design is locked (targeted early July) we'll open the work to outside contributors. See the Roadmap for the top-line plan.
Features
- Hybrid Search - Combines semantic similarity with keyword matching using Reciprocal Rank Fusion
- Project Detection - Automatic Git repository awareness and project-scoped collections
- 7 MCP Tools - search, retrieve, rules, store, grep, list, embedding
- Code Intelligence - Tree-sitter semantic chunking + LSP integration for active projects
- Code Graph - Relationship graph with algorithms (PageRank, community detection, betweenness centrality)
- High-Performance CLI - Rust-based
wqmcommand-line tool - Background Daemon -
memexdfor continuous file monitoring and processing
