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About
](LICENSE) [ ](https://glama.ai/mcp/servers/ChrisGVE/workspace-qdrant-mcp) [ ](https://www.typescriptlang.org/) [ [](https://qdrant.tech)
Project-scoped vector database for AI assistants, providing hybrid semantic + keyword search with automatic project detection.
- Hybrid Search - Combines semantic similarity with keyword matching using Reciprocal Rank Fusion
- Project Detection - Automatic Git repository awareness and project-scoped collections
- 6 MCP Tools - search, retrieve, rules, store, grep, list
- 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
- Qdrant -
docker run -d -p 6333:6333 -v qdrant_storage:/qdrant/storage qdrant/qdrant - C compiler - Required for compiling Tree-sitter grammars on first use. Tree-sitter grammars are distributed as C source and compiled locally.
- macOS:
xcode-select --install(Xcode Command Line Tools) - Linux:
apt install build-essential(Debian/Ubuntu) ordnf groupinstall "Development Tools"(Fedora) - Windows: Install Visual Studio Build Tools with C++ workload
Works with Claude (desktop and mobile), Cursor, Windsurf, VS Code, and any MCP-compatible AI app.
Category: Developer Tools
Don't lose this
Three weeks from now, you'll want ChrisGVE/workspace-qdrant-mcp again. Will you remember where to find it?
Save it to your library and the next time you need ChrisGVE/workspace-qdrant-mcp, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
⚡ Pro tip for geeks: add a-gnt 🤵🏻♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
This plugs directly into your AI and gives it new abilities it didn't have before. ChrisGVE/workspace-qdrant-mcp. Once connected, just ask your AI to use it. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
Tips for getting started
Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.
What's New
Imported from awesome:punkpeye/awesome-mcp-servers
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