Semble

Fast and accurate code search for agents using ~98% fewer tokens than grep+read

MCP server that enables agents to search codebases in natural language, returning only relevant code snippets. Runs on CPU with no external services. 200x faster indexing and 10x faster queries than transformer-based approaches.

Author: MinishLab

Stars: 5,148

GitHub

Install: uvx --from "semble[mcp]" semble