GitHub - MinishLab/semble: Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read · GitHub

A code-search library built for agents: it returns the exact snippets a query needs while spending roughly 98% fewer tokens than the usual grep-and-read loop. Semble indexes a whole codebase in under a second -- the authors claim ~200x faster indexing and ~10x faster queries than code-specialised transformers, at 99% retrieval quality -- and runs entirely on CPU, with no API keys, GPUs or external services. Agents reach it through an MCP server, a CLI, or a dedicated sub-agent.

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