# rag-mcp-pipeline-research

> rag-mcp-pipeline-research — dzikrisyairozi-rag-mcp-pipeline-research. Use this tool when you need to integrate Retrieval-Augmented Generation (RAG) with Multi-Cloud Processing (MCP) servers for enhanced data processing and generation capabilities. It solves problems related to large-scale data processing and AI model deployment, providing a learning repository for exploring free and open-source models. Ideal for use cases requiring scalable and efficient data generation and processing, with inputs including code repositories and outputs featuring integrated RAG-MCP pipelines.

Canonical page: https://skillsregistry.net/skills/dzikrisyairozi-rag-mcp-pipeline-research  
JSON: https://api.skillsregistry.net/v1/skills/dzikrisyairozi-rag-mcp-pipeline-research

## Description

A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-20

## Source

- **Source listing:** [GitHub](https://github.com/dzikrisyairozi/rag-mcp-pipeline-research)

## 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": "dzikrisyairozi-rag-mcp-pipeline-research"
    }
  }
}
```

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