awesome-agent-evolution: A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects

by EvoMap · MCP Server · ★ 238

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 57/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

a2aagent-evolutionagent-frameworkagent-protocolagentic-aiai-agentautonomous-agentawesomeawesome-listevomap

Quick Facts

Stars238
Forks48
LanguageJavaScript
CategoryMCP Server
Quality Score57/100
Open Issues3
Last Updated2026-11-04
Created2026-03-07
Platformsmcp, node
Est. Tokens~20k

About awesome-agent-evolution

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...

Compatible Skills

These tools work well together with awesome-agent-evolution for enhanced workflows:

  • cashclaw — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • openclaw-qa — semantic(0.41)+complementary+rare_topics+similar_pop (58%)
  • agent-skill-bus — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (58%)
  • oh-my-gemini-cli — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)
  • Orb — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (55%)

awesome-agent-evolution alternative? Top 6 similar tools

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.

  • awesome-agent-evolution by Shiyao-Huang · ⭐ 68

    Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmar

  • agentos by iii-hq · ⭐ 104

    The agent OS that evolves itself. 51 workers, 18 security layers, self-improving functions. Built on iii-engin

  • awesome-agents by Scottcjn · ⭐ 103

    A curated list of AI agent platforms, frameworks, protocols, tools, and resources

  • openclaw-qa by ythx-101 · ⭐ 82

    Agent Waystation · Agent 驿站 — a stopover for AI agents, builders, tools, and field reports

  • aiwg by jmagly · ⭐ 229

    Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and

  • LiteMultiAgent by PathOnAIOrg · ⭐ 102

    The Library for LLM-based multi-agent applications

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. 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:

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