AgentFly: Scalable and extensible reinforcement learning for LM agents

by Agent-One-Lab · MCP Server · ★ 122

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

Security audit verdict: SAFE · quality 69/100

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.

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Quick Facts

Stars122
Forks14
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score69/100
Open Issues2
Last Updated2026-10-27
Created2025-07-05
Platformsmcp, python
Est. Tokens~16k

About AgentFly

🪽AgentFly: Training scalable LLM agents with RL (multi-turn, async tools/rewards, multimodal) <p align="

Compatible Skills

These tools work well together with AgentFly for enhanced workflows:

  • Open-AgentRL — semantic(0.57)+complementary+rare_topics+same_lang+similar_pop+shared_platform (74%)
  • SkillZero — semantic(0.53)+complementary+rare_topics+same_lang+similar_pop+shared_platform (68%)
  • ToolBrain — semantic(0.51)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • llm-rl-environments-lil-course — semantic(0.46)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)

AgentFly alternative? Top 6 similar tools

Looking for a AgentFly alternative? If you're comparing AgentFly 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-LLM-Papers-Comprehensive-Topics by shure-dev · ⭐ 223

    Awesome LLM Papers and repos on very comprehensive topics.

  • Autono by vortezwohl · ⭐ 213

    A ReAct-Based Highly Robust Autonomous Agent (Harness) Framework.

  • SimpleLLMFunc by NiJingzhe · ⭐ 78

    A simple and well-tailored LLM application framework that enables you to seamlessly integrate LLM capabilities

  • Fathom-DeepResearch by FractalAIResearchLabs · ⭐ 64

    Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval And Synthesis For SLMs

  • CookHero by Decade-qiu · ⭐ 601

    CookHero是一个基于 LLM + RAG + Agent + 多模态的智能饮食与烹饪管理平台，支持智能菜谱查询、个性化饮食计划、AI 饮食记录、营养分析、Web 搜索增强，以及可扩展的 ReAct Agent /

  • mycoder by bhouston · ⭐ 566

    Simple to install, powerful command-line based AI agent system for coding.

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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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