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Stop letting your AI agent guess how your code works
How-ToTools

Stop letting your AI agent guess how your code works

via Dev.toVo Hoai Thuong1h ago

I built Mimir — a Go-based code intelligence engine that indexes your repository into a knowledge graph and exposes it to AI agents via MCP. The problem: Claude, Copilot, Cursor — they're all doing grep + vibes when navigating your codebase. They miss call chains, blast radius, and module boundaries. Mimir gives them a map. What it does: mimir analyze . — builds a full knowledge graph in < 8s (1,000 files) Exposes 7 MCP tools: query(), context(), impact(), detect_changes(), rename(), cypher(), list_repos() Auto-configures Claude Code, VS Code Copilot, Cursor, Windsurf, Zed, OpenCode, and Antigravity Incremental re-index via git-diff in < 2s Why Go? The previous version (Node.js) took 45s to index and ate 800MB RAM. Mimir does the same in < 8s with < 120MB. Open source, MIT licensed. 👉 github.com/thuongh2/git-mimir

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