by EvoMap · MCP Server · ★ 141
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Awesome Agent Evolution AI Agent self-evolution, memory systems, autonomous self-improvement, and the infrastructure that powers them. Contents Taxonomy Agent Evolution and Self-Improvement Memory Systems Agent-to-Agent Protocols Agent Development Platforms Agent Coding and Software Engineering Prompt and Behaviour Optimization Agent Safety and Guardrails Embodied AI Key Research Papers Benchmarks and Evaluation Community and Knowledge Taxonomy mermaid graph LR Root["Agent Evolution"] -- SingleAgent["Single-AgentOptimization"] Root -- Infrastructure["Infrastructure& Protocols"] SingleAgent -- Evolution["Self-Evolution& Self-Improvement"] SingleAgent -- Memory["MemorySystems"] SingleAgent -- PromptOpt["Prompt & BehaviourOptimization"] Infrastructure -- Protocols["A2A & MCPProtocols"] Infrastructure -- Platforms["Agent DevelopmentPlatforms"] Infrastructure -- Coding["Agent Coding &Software Engineering"] Infrastructure -- Safety["Agent Safety& Guar
| Stars | 141 |
| Forks | 20 |
| Language | JavaScript |
| Category | MCP Server |
| Quality Score | 40.68/100 |
| Open Issues | 7 |
| Last Updated | 2026-06-17 |
| Created | 2026-03-07 |
| Platforms | mcp, node |
| Est. Tokens | ~20k |
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awesome-agent-evolution is A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai. It is categorized as a MCP Server with 141 GitHub stars.
awesome-agent-evolution is primarily written in JavaScript. It covers topics such as a2a, agent-evolution, agent-framework.
You can find installation instructions and usage details in the awesome-agent-evolution GitHub repository at github.com/EvoMap/awesome-agent-evolution. The project has 141 stars and 20 forks, indicating an active community.
The top alternatives to awesome-agent-evolution on Agent Skills Hub include awesome-agent-evolution, agentos, awesome-agents. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.