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jamalhansen

local-first-mcp

by jamalhansen
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

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 (via resource-summarizer)

  • generate_promo: Create promotional copy for a blog post (via promo-generator)

  • semantic_search: Search your Obsidian vault by meaning (via vault-semantic-search)

Related MCP server: jarvis-mcp-server

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

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivitySlowing
ResponsivenessNo issues

Resources

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