# workspace-qdrant-mcp

> workspace-qdrant-mcp — chrisgve-workspace-qdrant-mcp. Use this tool when you need to manage project-scoped collections with advanced embedding capabilities and scratchbook functionality. It solves problems related to efficient collection management and embedding for workspace collections, providing a Python-based interface for inputting and outputting project-aware data. Ideal for use cases involving git-based projects that require fast and scalable embedding solutions.

Canonical page: https://skillsregistry.net/skills/chrisgve-workspace-qdrant-mcp  
JSON: https://api.skillsregistry.net/v1/skills/chrisgve-workspace-qdrant-mcp

## 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

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** other
- **Updated:** 2026-09-27

## Source

- **Source listing:** [GitHub](https://github.com/ChrisGVE/workspace-qdrant-mcp)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "chrisgve-workspace-qdrant-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/chrisgve-workspace-qdrant-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/chrisgve-workspace-qdrant-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt