Brainbox

Brainbox is an MCP (Model Context Protocol) server providing neuromorphic, procedural memory to AI coding agents such as Claude, Cursor, OpenClaw, and others compatible with MCP. It exposes tools for learning which files, errors, and toolchains are associated through Hebbian-like mechanisms, enabling instant recall, error-fix suggestions, and next-tool prediction for code workflows. Integrations include direct hooks for Claude Code, native plugins for Kilo/OpenCode, and an opt-in macOS daemon for system-wide file tracking. Developers and AI/LLM agent builders benefit from advanced agent memory, boosting coding support and productivity.