ToRA: Series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning problems

by microsoft · Agent Tool · ★ 1.1k

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

How to install ToRA

git clone https://github.com/microsoft/ToRA.git && cd ToRA/src

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

Security audit verdict: SAFE · quality 68/100

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.

autonomous-agentslanguage-modelllmmathematical-reasoningtool-learning

Quick Facts

Stars1,124
Forks79
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score68/100
Open Issues7
Last Updated2024-02-22
Created2023-09-27
Platformspython
Est. Tokens~1099k

About ToRA

ToRA: A Tool-Integrated Reasoning Agent [🌐 Website] • [📜 Paper] • [🤗 HF Models] • [🐱 GitHub] [🐯 Gradio Demo] -- [🐦 Twitter] • [💬 Reddit] • [🍀 Unofficial Blog] Quick Start • -- <!-- <a href="#%E

Compatible Skills

These tools work well together with ToRA for enhanced workflows:

  • agent-studio — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • Hegelion — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (52%)
  • heurist-agent-framework — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)
  • 4D-ARE — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (51%)
  • X-Master — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (51%)

ToRA alternative? Top 6 similar tools

Looking for a ToRA alternative? If you're comparing ToRA 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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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:

View on GitHub → Browse Agent Tool tools