I Got Tired of Claude Code Guessing Wrong, So I Built an MCP Toolkit

AI coding agents are useful, but they still have one frustrating habit: They guess. You ask something reasonable like: “Where do we validate user input before inserting into the database?” And instead of knowing where to look, the agent starts reading files one by one. In a small project, that is fine. In a real production codebase with 80,000+ lines, multiple engineers, old decisions, half-renamed folders, and years of accumulated context, this gets messy fast. The agent reads a handfu...