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ChrisGVE ChrisGVE

Workspace Qdrant Mcp

Development community

Description

Project-aware collection management based on Qdrant, including a Rust MCP, daemon and CLI: hybrid semantic, pattern and full-text (FTS5) search into single or cross-concerns collection. Dedicated collections for knowledge library, LLM behavioral rules, and an LLM scratchpad

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

README

workspace-qdrant-mcp

[![License: Apache 2.0](https://img.shields.io/badge/License-Apache_2.0-green.svg)](LICENSE) [![GitHub Release](https://img.shields.io/github/v/release/ChrisGVE/workspace-qdrant-mcp)](https://github.com/ChrisGVE/workspace-qdrant-mcp/releases) [![Glama](https://glama.ai/mcp/servers/ChrisGVE/workspace-qdrant-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ChrisGVE/workspace-qdrant-mcp) [![Homebrew](https://img.shields.io/badge/Homebrew-tap-orange.svg)](https://github.com/ChrisGVE/homebrew-tap) [![TypeScript](https://img.shields.io/badge/TypeScript-5.0%2B-blue.svg)](https://www.typescriptlang.org/) [![Rust](https://img.shields.io/badge/Rust-1.75%2B-orange.svg)](https://www.rust-lang.org/) [![Qdrant](https://img.shields.io/badge/Qdrant-1.7%2B-red.svg)](https://qdrant.tech)

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](ROADMAP.md)** 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 wqm command-line tool
  • Background Daemon - memexd for continuous file monitoring and pr