Semble: Code Search That Uses 98% Fewer Tokens
Semble is an open-source code search tool for AI agents that uses semantic search instead of grep+read, achieving 98% fewer tokens. Indexes repos in ~250ms, searches in ~1.5ms, runs entirely on CPU. MCP-compatible, works with Claude Code and Cursor. NDCG@10 of 0.854, 200x faster indexing than Transformer-based approaches.