semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
- Find specific function definitions across large codebases without reading entire files.
- Locate all usages of a deprecated API to plan migration work efficiently.
- Search for error handling patterns to audit consistency across your codebase.
Reduces token consumption and latency in agentic code navigation, lowering API costs and enabling faster iteration loops for large codebases without sacrificing search accuracy.
Teams deploying AI agents on code tasks who need efficient codebase indexing and retrieval.
https://github.com/MinishLab/semble
By MinishLab
How to Get It
claude plugins install MinishLab/semble
Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.
Trust Signals Auto-scanned
Community Pulse Growing
Discussed on Hacker News, Reddit
- Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep — Hacker News · 442 pts
- [Open Source] We built a local code search MCP for Claude Code that uses ~98% fe — Reddit · 139 pts
- Semble: code search MCP for OpenCode that matches transformer accuracy on CPU — Reddit · 25 pts
9 mentions across 2 sources
Reviewer notes
Auto-scanned review. These are observations, not a security certification.
Scored from trust signals (evidence-eval-v1): 3,649 GitHub stars; contributors unknown; last commit 0d ago; license MIT.
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Evaluation
Scored from trust signals (evidence-eval-v1): 3,649 GitHub stars; contributors unknown; last commit 0d ago; license MIT.