# rag-mcp

> Use this tool when you need to perform graph-augmented and hybrid retrieval tasks with authenticated access. It exposes retrieval capabilities of two RAG systems as MCP tools, enabling any MCP client to utilize these features with JWT authentication. Ideal for use cases requiring secure and advanced information retrieval, such as data enrichment and knowledge graph-based search.

Canonical page: https://skillsregistry.net/skills/keith-hoka-rag-mcp  
JSON: https://api.skillsregistry.net/v1/skills/keith-hoka-rag-mcp

## Description

Exposes retrieval capabilities of two RAG systems as authenticated MCP tools, allowing any MCP client to perform graph-augmented and hybrid retrieval with JWT auth.

## Trust

- **Trust score (0–1):** 0.69
- **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/jfekr10tff)
- **Repository:** <https://github.com/Keith-hoka/rag_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": "keith-hoka-rag-mcp"
    }
  }
}
```

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