# RAG MCP Server

> RAG MCP Server — arbaz-builds-rag-mcp-server. Use this tool when you need to index and query large document collections, and integrate Retrieval-Augmented Generation capabilities into your workflow through MCP-compatible clients. It solves problems of information retrieval and document management by providing a pipeline for indexing and querying documents. The tool takes in documents as input and outputs query results, making it ideal for use cases that require efficient document search and retrieval.

Canonical page: https://skillsregistry.net/skills/arbaz-builds-rag-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/arbaz-builds-rag-mcp-server

## Description

Exposes a Retrieval-Augmented Generation pipeline as MCP tools, allowing users to index documents and query them through any MCP-compatible client like Claude or IDEs.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-29

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hm03eznyjf)
- **Repository:** <https://github.com/arbaz-builds/rag-mcp-server>

## 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": "arbaz-builds-rag-mcp-server"
    }
  }
}
```

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