MinishLab/semble
Semble is an open-source code search tool for AI agents that claims ~98% fewer tokens than grep+read approach, targeting efficiency-conscious agent frameworks.
Excerpt
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read — ★ 501 · Python · topics: agents, code-search, embeddings, mcp, mcp-server, model-context-protocol
Read at source: https://github.com/MinishLab/semble