# local-rag-mcp-server

> Use this tool when you need to manage and search local knowledge bases offline, or perform semantic searches on PDF, text, and Markdown documents with AI-generated responses. It solves problems of information retrieval and knowledge management in offline environments, allowing users to index and query documents using ChromaDB and Ollama. Ideal for use cases where internet connectivity is limited or sensitive information needs to be kept offline.

Canonical page: https://skillsregistry.net/skills/n-irei-local-rag-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/n-irei-local-rag-mcp-server

## Description

A fully offline local RAG server that utilizes ChromaDB and Ollama to index and query PDF, text, and Markdown documents. It allows users to manage local knowledge bases and perform semantic searches with AI-generated responses.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/e74mkreheq)
- **Repository:** <https://github.com/n-irei/local-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": "n-irei-local-rag-mcp-server"
    }
  }
}
```

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