Sharbel (@sharbel)

This week’s list ranks the ten GitHub projects that gained the most stars, from agent memory tools like agentmemory to on-device TTS engines like supertonic. The trend shows a focus on persistent AI memory, context-efficient knowledge graphs, and local intelligence.

• The week's top 10 trending GitHub projects by star growth center on AI agent tooling, led by memory systems like agentmemory
• Rising interest in context-efficient knowledge graphs as a way to give AI agents persistent, structured memory
• Local/on-device AI tools like the supertonic TTS engine are gaining traction alongside cloud-based approaches
• Overall trend signals a shift toward giving AI agents durable memory and running intelligence locally rather than relying solely on stateless, cloud-hosted models