# mcp-rag-service

> mcp-rag-service — gurmeher23-mcp-rag-service. Use this tool when you need to answer questions over large document collections with precision and data protection. It solves problems related to information retrieval, data privacy, and source attribution by providing hybrid retrieval, PII redaction, and source citations. The mcp-rag-service takes in documents and questions as input and outputs relevant answers with citations, making it ideal for applications requiring reliable and transparent information retrieval.

Canonical page: https://skillsregistry.net/skills/gurmeher23-mcp-rag-service  
JSON: https://api.skillsregistry.net/v1/skills/gurmeher23-mcp-rag-service

## Description

A production-minded RAG service for MCP that answers questions over your documents with hybrid retrieval, PII redaction, and source citations, packaged for Docker/Kubernetes.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/rhijaoeoqz)
- **Repository:** <https://github.com/Gurmeher23/mcp-rag-service>

## 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": "gurmeher23-mcp-rag-service"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gurmeher23-mcp-rag-service` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gurmeher23-mcp-rag-service/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