gitreins is an open-source CLI tool that acts as a Git-native AI agent harness, providing an MCP server, static code guards, and agentic evaluation for LLM-assisted coding. It enables developers to coordinate, evaluate, and safeguard AI agents in code review and development workflows. Designed for developers and AI researchers working with LLMs and Git.
gitreins is an Other AI product. It focuses on coordinating and evaluating AI agents for code review and LLM-assisted coding within Git workflows. It is built as an open-source project for developers and AI agent researchers. gitreins is open source under the MIT license. The product ships for the command line.
It is developed by totalwindupflightsystems, and the product first shipped in 2026. Development happens publicly on GitHub with 154 commits in the last 90 days. Key capabilities include MCP server, static code guards, and agentic evaluator. It exposes integrations via an MCP server.
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