EvoMap/awesome-agent-evolution
A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai
This curated list helps AI developers and researchers discover projects focused on building more capable and autonomous AI agents. It categorizes projects by key functionalities like self-improvement, memory systems, multi-agent communication, and development platforms. You can explore various approaches and tools to enhance an agent's ability to learn, adapt, and operate independently.
Use this if you are an AI developer, researcher, or engineer looking for existing open-source projects and research related to building advanced, self-improving AI agents or their underlying infrastructure.
Not ideal if you are an end-user seeking ready-to-use AI agent applications, rather than tools and frameworks for building them.
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Mar 09, 2026
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