ken: Ken is a pure Go port of semble, providing fast hybrid code search for agents with drop-in MCP compatibility. It offers a single static binary distribution, approximately 44x fewer tokens than grep+Read at recall@10, and supports indexing source code and documentation. The retrieval algorithm is a verbatim port of semble's hybrid BM25 + Model2Vec approach.; TrendRadar: TrendRadar is a lightweight and easy-to-deploy hot topic assistant that filters news from various platforms to provide only relevant information. It leverages AI for deep analysis, sentiment detection, and supports multi-channel notifications and RSS feeds.
Agent code search: quickly find relevant code chunks across large codebases
Personalized news filtering to focus on relevant information.