get-tmonier/argot

What it does

Argot is an MCP server-based guardrail that validates code written by AI agents against a repository's established patterns and conventions. It analyzes git history to learn the codebase's familiar imports, idioms, and architectural patterns, then flags deviations including undeclared dependencies, reinvented functions, misplaced code in wrong modules, broken architectural layering, and artificially manipulated tests.

How to set up

Install as an MCP server compatible with Claude and other supported platforms. Configuration involves pointing the tool to your git repository so it can analyze historical patterns. Once configured, the tool provides voice_context—the repository's familiar imports and idioms for specific files—enabling AI agents to write code that aligns with established conventions.

Key features

• Git history analysis to learn repository patterns and conventions
• Foreign dependency detection and flagging
• Code duplication and reinvented function identification
• Architectural layering violation detection
• Test integrity validation
• Voice context generation for consistent code generation
• Built with Rust for performance