MinishLab/semble
#295 of 803 by Stars among GitHub repos
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
About
Fast and Accurate Code Search for Agents Uses 98% fewer tokens than grep+read
Semble is a code search library built for agents. It returns the exact code snippets they need instantly, using 98% fewer tokens than grep+read. Indexing and searching a full codebase end-to-end takes under a second, with 200x faster indexing and 10x faster queries than a code-specialized transformer, at 99% of its retrieval quality (see benchmarks). Everything runs on CPU with no API keys, GPU, or external services. Use it as an MCP server, a CLI tool via AGENTS.md, or a dedicated sub-agent, and any coding agent (Claude Code, Cursor, Codex, OpenCode, etc.) gets instant access to any repo.
Your agent queries…
Excerpted from github.com/MinishLab/semble
Latest metrics
| Stars | 6.1k | 2026-09-12 |
|---|---|---|
| Forks | 265 | 2026-09-12 |
| Commits | 143 | 2026-09-12 |
| Releases | 28 | 2026-09-12 |
| Watchers | 18 | 2026-09-12 |
| Open issues | 2 | 2026-09-12 |
| Open PRs | 0 | 2026-09-12 |