AI Agents

ToRA

Tool-integrated Reasoning Agents for mathematical problem-solving

Status
UnmaintainedNo commits in 916 days.
Last checked
Checked · Oct 13, 2026
License
Open source
Pricing
Free tier · from $0
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What it is

ToRA is a series of AI agents designed to solve complex mathematical reasoning problems by interacting with tools, making it an essential tool for researchers and developers working on advanced mathematical challenges.

ToRA stands out as a specialized tool for integrating AI-driven reasoning capabilities directly into mathematical problem-solving workflows.

When it fits — and when it doesn’t

A good fit for

  • Academic researchers working on complex mathematical problems

  • AI developers needing to integrate reasoning agents into their applications

Look elsewhere if

  • Projects requiring real-time interaction with users

  • Applications that do not involve mathematical problem-solving

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited integrations with non-Python tools

    Primary support is for Python-based mathematical libraries and frameworks

  2. 02

    Small community and limited third-party contributions

    GitHub activity shows low number of contributors and infrequent updates to the core project

What it does well

  • Solves complex mathematical reasoning problems

  • Integrates with various tools for enhanced problem-solving capabilities

  • Designed to work in a research and development environment

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up ToRA

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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ToRA — tracked on AI Navigator

Markdown

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