# mcp-rag-agent

> mcp-rag-agent — apageoflove-mcp-rag-agent. Use this tool when you need to generate accurate answers to complex questions based on large documents and knowledge graphs. It solves problems related to document-based Q&A, multi-modal retrieval, and knowledge reasoning, providing outputs in the form of relevant answers and supporting evidence. Ideal for use cases requiring in-depth information retrieval and reasoning, such as research, education, or enterprise knowledge management.

Canonical page: https://skillsregistry.net/skills/apageoflove-mcp-rag-agent  
JSON: https://api.skillsregistry.net/v1/skills/apageoflove-mcp-rag-agent

## Description

Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge graph reasoning, and multi-agent orchestration via MCP tools.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/wyyhqol3xg)
- **Repository:** <https://github.com/Apageoflove/mcp-rag-agent>

## 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": "apageoflove-mcp-rag-agent"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/apageoflove-mcp-rag-agent` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/apageoflove-mcp-rag-agent/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