# Smart Connections MCP Server

> Use this tool when you need to uncover hidden relationships between notes in your Obsidian vault and perform intelligent searches. It enables semantic search, knowledge graph exploration, and note discovery through natural language queries, solving problems of information overload and disconnected knowledge. The tool takes in natural language inputs and outputs relevant note connections and mappings, ideal for use cases requiring in-depth knowledge exploration and organization.

Canonical page: https://skillsregistry.net/skills/msdanyg-smart-connections-mcp  
JSON: https://api.skillsregistry.net/v1/skills/msdanyg-smart-connections-mcp

## Description

Enables semantic search and knowledge graph exploration of Obsidian vaults using Smart Connections embeddings. Provides intelligent note discovery, similarity search, and connection mapping through natural language queries.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-05-04

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/pi3ltdf74z)
- **Repository:** <https://github.com/msdanyg/smart-connections-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": "msdanyg-smart-connections-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/msdanyg-smart-connections-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/msdanyg-smart-connections-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