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Vo Hoai Thuong
Vo Hoai Thuong

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Stop letting your AI agent guess how your code works

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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