MCP server that prevents AI coding agents from repeating mistakes by converting user feedback into enforced gates. Blocks problematic actions before execution using PreToolUse hooks.
ThumbGate is an MCP (Model Context Protocol) server designed to improve AI coding agent reliability by learning from user feedback. It captures thumbs-up/down feedback from users and converts this feedback into enforced preaction gates that prevent the AI from repeating the same mistakes in future interactions.
Installation is straightforward via npm. Simply run: npx thumbgate to install the MCP server. Once installed, the server integrates with your AI coding agent environment and begins monitoring feedback patterns.
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