# Local Knowledge RAG MCP Server

> Use this tool when you need to perform AI-powered semantic search across local document collections, solving problems of information retrieval and document discovery. It takes in local documents and optional embedding provider configurations as inputs, and outputs relevant search results. Ideal for use cases where traditional search methods fall short, such as searching unstructured data or finding related concepts within large document collections.

Canonical page: https://skillsregistry.net/skills/patakuti-local-knowledge-rag-mcp  
JSON: https://api.skillsregistry.net/v1/skills/patakuti-local-knowledge-rag-mcp

## Description

Semantic search and retrieval system for local documents using vector embeddings, enabling AI-powered search across your document collections with support for multiple embedding providers.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/pskb6olput)
- **Repository:** <https://github.com/patakuti/local-knowledge-rag-mcp>

## 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": "patakuti-local-knowledge-rag-mcp"
    }
  }
}
```

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