# local-first-mcp

> local-first-mcp — jamalhansen-local-first-mcp. Use this tool when you need to integrate locally-built AI tools with Claude for enhanced content analysis, such as article summarization, promo generation, and semantic search. It solves problems of limited AI functionality and data siloing by exposing local AI tools to Claude over an Obsidian vault. The tool takes in locally-built AI models and Obsidian vault data as inputs and outputs summarized articles, generated promos, and search results.

Canonical page: https://skillsregistry.net/skills/jamalhansen-local-first-mcp  
JSON: https://api.skillsregistry.net/v1/skills/jamalhansen-local-first-mcp

## Description

Exposes locally-built AI tools to Claude, enabling article summarization, promo generation, and semantic search over an Obsidian vault.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/z8cun9iymp)
- **Repository:** <https://github.com/jamalhansen/local-first-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": "jamalhansen-local-first-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jamalhansen-local-first-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jamalhansen-local-first-mcp/pull`

---
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