Top Python Libraries

Top Python Libraries

Grep with an AI Brain

mgrep: AI-powered semantic grep—natural language code search, 2× fewer tokens, instant answers

Meng Li's avatar
Meng Li
Dec 18, 2025
∙ Paid

“Top Python Libraries” Publication 400 Subscriptions 20% Discount Offer Link.


  • Natural language search that feels as instant as grep.

  • Supports semantic, multilingual, and multimodal capabilities (audio and video support coming soon!).

  • Smooth background indexing is mgrep watch designed specifically to detect and keep all important content in Git repositories up to date.

  • Friendly device login flow and first-class coding agent integration.

  • Designed for both agents and humans, positioned as a useful tool rather than a restrictive framework: quiet output, thoughtful defaults, and escape hatches everywhere.

  • Reduces agent token usage by 2x while maintaining excellent performance.

# One-time indexing
mgrep watch

# Then ask about repository content in natural language
mgrep “Where are the permission settings?”
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