# obsidian-mcp-knowledge-engine

> obsidian-mcp-knowledge-engine — koleno4-obsidian-mcp-knowledge-engine. Use this tool when you need to integrate AI-powered search and knowledge management into your Obsidian Markdown workflow, solving problems of information retrieval and organization within large vaults. It provides local semantic search and RAG (Retrieve, Augment, Generate) functionality, taking in Markdown files as input and outputting relevant search results and generated content. Ideal for users seeking to enhance their Claude Desktop experience with advanced knowledge retrieval capabilities.

Canonical page: https://skillsregistry.net/skills/koleno4-obsidian-mcp-knowledge-engine  
JSON: https://api.skillsregistry.net/v1/skills/koleno4-obsidian-mcp-knowledge-engine

## Description

A high-performance Spring AI & Model Context Protocol (MCP) server providing local RAG and semantic search over Obsidian Markdown vaults for Claude Desktop

## Trust

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

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-21

## Source

- **Source listing:** [GitHub](https://github.com/Koleno4/obsidian-mcp-knowledge-engine)

## 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": "koleno4-obsidian-mcp-knowledge-engine"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/koleno4-obsidian-mcp-knowledge-engine` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/koleno4-obsidian-mcp-knowledge-engine/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