Aptu from Clouatre Labs is a free AI code review and issue triage harness designed for GitHub. Operating within the mcps category, it connects directly to GitHub repositories, offering advanced capabilities for software development lifecycle management. Aptu assists developers and engineering teams by automating critical aspects of code quality and project oversight. Its features include AI-driven analysis for pull requests, dependency understanding, and automated issue handling. This tool aims to enhance efficiency and accuracy in managing GitHub-based projects, making it a valuable asset for teams seeking to integrate AI into their development workflows. It simplifies review processes and helps identify potential problems early.

What does Aptu connect to?

Aptu functions as an AI SDLC review harness, connecting to GitHub repositories to perform its tasks. It integrates with GitHub as a CLI, GitHub App, and Action. The Clouatre Labs organization also develops Aptu-coder, which serves as an MCP server for AST analysis, call graphs, and code structure using tree-sitter. Communication between MCP clients and servers, including components like Aptu-coder, typically occurs over HTTP using JSON-RPC 2.0 messages. Confirmed compatible AI clients for MCP servers include Claude, Cursor, VS Code, and Codex.

Core features and tools

Aptu exposes several callable tools, primarily through its command-line interface. These include "aptu issue revert", "aptu pr revert", and "aptu pr create --diff <file>". Its capabilities also encompass AI Triage, which automates issue categorization; PR Analysis, providing AI-driven code reviews; Dependency Enrichment, for better understanding of code dependencies; and Issue Discovery, which helps in identifying potential problems. These features collectively support a more efficient and analytical approach to software development.

Who is it for?

Aptu is intended for developers and engineering teams actively working with GitHub repositories. It provides AI assistance for automating various stages of the software development lifecycle, from initial issue handling to detailed pull request reviews and dependency mapping. Teams seeking to augment their development processes with AI-driven insights and automation will find Aptu valuable. Skip this if your team does not use GitHub for repository management.

How to get started

Access is granted through a standard OAuth authorization flow via "aptu auth login" device flow or GitHub CLI. Alternatively, users can supply an API key secret via environment variables like GH_TOKEN for scripting or define credentials in an ai block within .github/aptu.yml.

Use cases

• AI-powered issue triage: Automating the categorization and initial handling of GitHub issues.
• PR review and analysis: Providing AI-driven code reviews and analysis for pull requests, including structural graph context.
• Dependency enrichment: Enhancing understanding of dependencies within a codebase.

Aptu provides AI-driven assistance for GitHub development workflows, focusing on automating code review and issue management. It integrates into existing GitHub processes, offering specific tools for issue and pull request actions, along with detailed analysis capabilities. The platform supports various authentication methods to fit different operational needs. Try initiating a new pull request analysis using "aptu pr create --diff <file>" to experience its code review features.