# Local RAG MCP Server

> Local RAG MCP Server — youssef-amarzou-ai-orchestration-mvp. Use this tool when you need to enable offline document ingestion and querying for a local RAG pipeline. It allows tool-calling over TCP, providing a fully offline solution with no cloud dependencies, making it ideal for secure or isolated environments. The Local RAG MCP Server accepts document inputs and outputs query results via MCP tools.

Canonical page: https://skillsregistry.net/skills/youssef-amarzou-ai-orchestration-mvp  
JSON: https://api.skillsregistry.net/v1/skills/youssef-amarzou-ai-orchestration-mvp

## Description

Enables tool-calling over TCP for a local RAG pipeline, allowing document ingestion and querying via MCP tools, fully offline with no cloud dependencies.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hx01cn3s6r)
- **Repository:** <https://github.com/Youssef-AMARZOU/ai-orchestration-mvp>

## 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": "youssef-amarzou-ai-orchestration-mvp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/youssef-amarzou-ai-orchestration-mvp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/youssef-amarzou-ai-orchestration-mvp/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