# ragmcp

> ragmcp — hanieljacob-policy-rag-mcp. Use this tool when you need to generate policy documents with verified citations, or require grounded Q&A capabilities with reliable sources. It solves problems related to information retrieval, source management, and document generation, providing accurate and trustworthy outputs. The tool accepts natural language inputs and returns relevant documents, answers, and citations, making it ideal for applications where evidence-based information is crucial.

Canonical page: https://skillsregistry.net/skills/hanieljacob-policy-rag-mcp  
JSON: https://api.skillsregistry.net/v1/skills/hanieljacob-policy-rag-mcp

## Description

Retrieval augmented generation server for policy documents, exposing search, grounded Q&A with verified citations, and source management as MCP tools. Runs with local Ollama models for free or managed AWS backends, with an evaluation harness for retrieval and grounding metrics.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/c0gy7l20wj)
- **Repository:** <https://github.com/hanieljacob/policy-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": "hanieljacob-policy-rag-mcp"
    }
  }
}
```

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