local-first-mcp
Exposes locally-built AI tools to Claude, enabling article summarization, promo generation, and semantic search over an Obsidian vault.
README
local-first-mcp
MCP server that exposes local-first AI tools to Claude.
This server allows Claude to use your locally-built tools (like resource-summarizer, promo-generator, etc.) directly via the Model Context Protocol.
Tools Exposed
summarize_article: Fetch and summarize a URL (viaresource-summarizer)generate_promo: Create promotional copy for a blog post (viapromo-generator)semantic_search: Search your Obsidian vault by meaning (viavault-semantic-search)
Installation
cd local-first-mcp
uv sync
Configuration for Claude Desktop
Add this to your claude_desktop_config.json:
{
"mcpServers": {
"local-first": {
"command": "uv",
"args": [
"--directory",
"/Users/jamalhansen/projects/local-first/local-first-mcp",
"run",
"local-first-mcp"
]
}
}
}
Project Structure
local-first-mcp/
├── src/
│ └── local_first_mcp/
│ ├── server.py # FastMCP server definition
│ └── tools/ # Tool-specific wrappers
│ ├── promo.py
│ ├── search.py
│ └── summarize.py
├── pyproject.toml # Managed by uv
└── tests/ # Server integration tests
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