Atomadic Forge — architecture compiler for AI-generated codebases (944 tests, 29 MCP tools)

[atomadictech]

What is Atomadic Forge?

An architecture compiler that runs on any Python or JavaScript repo and enforces a 5-tier monadic composition law.

You point it at a codebase. It:

• Detects import violations, circular dependencies, and structural drift
• Certifies the repo with a 0–100 score backed by a SHA-256 receipt
• Auto-fixes what it can
• Exposes 29 MCP tools so AI agents (Cursor, Claude Code) can call certify, wire, recon, and enforce directly from their coding session

Why it exists

AI coding assistants write fast. Too fast. After weeks of AI-assisted development, codebases become structurally unmaintainable — circular deps, logic in the wrong layers, features that require touching six files to change.

There is no feedback loop on architecture. Linters cover syntax. Type checkers cover types. Nothing covers structure.

Forge is that feedback loop.

What's live

• 944 tests passing
• Live interactive demo: https://forge.atomadic.tech — scan any public GitHub repo
• MCP server: https://forge.atomadic.tech/mcp — connect directly from Cursor or Claude Code
• PyPI: pip install atomadic-forge
• Smithery-indexed MCP server

Quick start

pip install atomadic-forge
forge certify --project .
forge recon --project .

Or connect the MCP server in your AI editor and run certify as a tool call.

Built from a camper in rural BC

I'm a solo dev. No team, no VC, no office. This is the tool I needed and couldn't find, so I built it.

If you use it, hit a bug, or have a feature idea — open an issue or reply here. I read everything.

— Thomas
https://github.com/atomadictech/atomadic-forge