ToolOrchestra: End-to-end RL training framework for orchestrating tools and agentic workflows

by NVlabs · Agent Tool · ★ 766

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

How to install ToolOrchestra

git clone https://github.com/NVlabs/ToolOrchestra.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 72/100

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. Full audit →

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.

agentagentic-aideep-learninglarge-language-models

Quick Facts

Stars766
Forks109
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score72/100
Open Issues19
Last Updated2026-03-25
Created2025-11-25
Platformspython
Est. Tokens~1177k

About ToolOrchestra

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Hongjin Su, Shizhe Diao, Ximing Lu, Mingjie Liu, Jiacheng Xu, Xin Dong, Yonggan Fu, Peter Belcak, Hanrong Ye, Hongxu Yin, Yi Dong, <a href="https://developer.nvi

Compatible Skills

These tools work well together with ToolOrchestra for enhanced workflows:

  • multimind-sdk — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • LLM-Tools — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • cairn — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)
  • supabase-mcp-server — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (52%)
  • SimplerLLM — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)

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Looking for a ToolOrchestra alternative? If you're comparing ToolOrchestra with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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  • MassGen by massgen · ⭐ 1.1k

    🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating

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    🌟 A curated collection of free, high quality AI tools 🤖, APIs 🔗, datasets 📊, and learning resources 📚 cov

  • wren-engine by Canner · ⭐ 665

    The open context engine for AI agents support 15+ data sources. Built on Rust and Apache DataFusion.

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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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