# corpus-rag

> corpus-rag — monahand1023-corpus. Use this tool when you need to query and search across personal notes, PDFs, and documents using plain English, and require context expansion for more accurate results. Corpus-rag enables hybrid search with multi-hop context expansion, solving problems of information retrieval and knowledge discovery in local document collections. It takes in natural language queries and returns relevant search results, making it ideal for users seeking to uncover connections and relationships within their personal knowledge base.

Canonical page: https://skillsregistry.net/skills/monahand1023-corpus  
JSON: https://api.skillsregistry.net/v1/skills/monahand1023-corpus

## Description

MCP server for local RAG over personal notes, PDFs, and documents, enabling plain-English querying and hybrid search with multi-hop context expansion.

## Trust

- **Trust score (0–1):** 0.51
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/sh5trzdzoe)
- **Repository:** <https://github.com/monahand1023/corpus>

## 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": "monahand1023-corpus"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/monahand1023-corpus` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/monahand1023-corpus/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