# MCP-RAG-Assistant

> MCP-RAG-Assistant — mohankumar-dxplr-mcp-rag-assistant. Use this tool when you need to efficiently retrieve relevant context chunks for large language models (LLMs) using natural language queries. The MCP-RAG-Assistant indexes documents and exposes them via an MCP server, solving problems of information retrieval and context provision for LLMs. It takes in natural language queries as input and outputs relevant context chunks, making it ideal for use cases where contextual understanding is crucial.

Canonical page: https://skillsregistry.net/skills/mohankumar-dxplr-mcp-rag-assistant  
JSON: https://api.skillsregistry.net/v1/skills/mohankumar-dxplr-mcp-rag-assistant

## Description

Hybrid RAG pipeline that indexes documents and exposes them via an MCP server, enabling natural language queries to retrieve relevant context chunks for LLMs.

## 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:** devops-ci
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/obkgwuuo3r)
- **Repository:** <https://github.com/mohankumar-dxplr/MCP-RAG-Assistant>

## 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": "mohankumar-dxplr-mcp-rag-assistant"
    }
  }
}
```

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