# Marrine RAG MCP Server

> Marrine RAG MCP Server — marrinexyq-droid-rag-mcp-server. Use this tool when you need to retrieve specific information from a large collection of PDF documents, and integrate it with external knowledge sources. It solves problems of information overload and inefficient search by generating embeddings and providing querying capabilities through MCP tools. The tool takes in PDF documents as input and outputs relevant information and document summaries through its querying interface.

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

## Description

Enables hybrid retrieval from a local knowledge base by ingesting PDFs, generating embeddings via Ollama, and querying through MCP tools such as query_knowledge_hub, list_collections, and get_document_summary.

## Trust

- **Trust score (0–1):** 0.17
- **Verification tier:** scanned
- **Last scanned:** 2026-08-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/uij8ld7300)
- **Repository:** <https://github.com/marrinexyq-droid/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": "marrinexyq-droid-rag-mcp-server"
    }
  }
}
```

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