Google Drive Forge: An AI That Writes Its Own Skills

What if your AI assistant could teach itself new tricks?

That’s the idea behind Google Drive Forge — an open-source MCP (Model Context Protocol) server that does more than just read and write files to Google Drive. It forges new capabilities on the fly.

The Problem with Static Integrations

Most Google Drive integrations are static. They can list files, download documents, and maybe move things around. But the moment you need something slightly different — like “download all PDFs from this folder, convert them to markdown, and organize them by date” — you’re back to writing custom scripts.

Google Drive Forge solves this with a simple philosophy: Let the AI build its own tools.

How “The Forge” Works

When you ask Google Drive Forge to do something it doesn’t know how to do, it doesn’t just fail. Instead, it:

1. Analyzes the request — What are you trying to accomplish?
2. Writes a Python script — A new “skill” tailored to your task.
3. Saves it to your local skill library — So it can reuse it next time.
4. Executes the skill — Completing your request.

This is what we call autonomous skill forging. Your AI assistant literally gets smarter the more you use it.

Key Features

🔥 Autonomous Path Healing

Ever had a folder move and break all your scripts? Google Drive Forge automatically resolves human-readable paths like /Projects/2026/Q1 — and if the path breaks, it heals itself by searching for the closest match.

🛠️ The Skill Library

Every forged skill is saved locally. You can review them, edit them, or share them. They’re just Python scripts — no black boxes.

📦 Use as a Library

Google Drive Forge isn’t just an MCP server. You can import it directly into your own Python apps:

from google_drive_forge import ForgeClient

client = ForgeClient()
files = client.list_folder("/My Documents")

🔐 100% Local & Private

Your credentials stay on your machine. No data leaves your system. Open-source and auditable.

Get Started

Install via pip:

pip install google-drive-forge

Or clone from GitHub:

git clone https://github.com/traylinx/google_drive_forge.git

Configure your MCP client:

{
  "mcpServers": {
    "google-drive-forge": {
      "command": "python",
      "args": ["-m", "google_drive_forge"]
    }
  }
}

Why “Forge”?

Because this isn’t just a connector — it’s a workshop. Every time you use it, you’re forging new tools. Your AI assistant evolves with your workflow.

Google Drive Forge is open-source and available now.

Explore on GitHub →

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Google Drive Forge is part of the Traylinx AI infrastructure suite. Stay tuned for more agentic tools that put you in control.