# RooCode-RAG-Lookup

> Use this tool when you need to perform semantic searches across large document and code repositories. It solves problems of information retrieval and discovery by indexing PDF documents and providing relevance-scored lookups through vector embeddings. The tool takes in documents and code as input and outputs relevant search results with scored relevance, ideal for use cases where precise information retrieval is crucial.

Canonical page: https://skillsregistry.net/skills/mazchoo-roocode-rag-lookup  
JSON: https://api.skillsregistry.net/v1/skills/mazchoo-roocode-rag-lookup

## Description

Enables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/iip0jp0ad6)
- **Repository:** <https://github.com/Mazchoo/RooCode-RAG-Lookup>

## 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": "mazchoo-roocode-rag-lookup"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mazchoo-roocode-rag-lookup` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mazchoo-roocode-rag-lookup/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