No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by EvoMap · MCP Server · ★ 229
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is awesome-agent-evolution safe to install? View the security audit →
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 | 229 |
| Forks | 43 |
| Language | JavaScript |
| Category | MCP Server |
| Quality Score | 58.0212009598467/100 |
| Open Issues | 16 |
| Last Updated | 2026-09-21 |
| Created | 2026-03-07 |
| Platforms | mcp, node |
| Est. Tokens | ~20k |
These tools work well together with awesome-agent-evolution for enhanced workflows:
Looking for a awesome-agent-evolution alternative? If you're comparing awesome-agent-evolution with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmar
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdb
The agent OS that evolves itself. 51 workers, 18 security layers, self-improving functions. Built on iii-engin
A curated list of AI agent platforms, frameworks, protocols, tools, and resources
Agent Waystation · Agent 驿站 — a stopover for AI agents, builders, tools, and field reports
The Library for LLM-based multi-agent applications
Explore other popular mcp server tools:
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 229 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 229 stars and 43 forks, indicating an active community.
The top alternatives to awesome-agent-evolution on Agent Skills Hub include awesome-agent-evolution, awesome-openclaw, agentos. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: