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jacobian
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jacobian

Active·★ 318·MIT·Updated 2026-10-19

Jacobian provides AI agents with composable, executable mathematical operations, moving beyond opaque solvers to enable precise computation and formal proof. It emphasizes independent verification, allowing agents to construct evidence and submit it to a separate checker to establish trusted conclusions.

jacobian sits in the Dev Tooling category, so it is usually better judged by workflow fit, deployment style, and team needs than by isolated features alone. Based on the available metadata, it leans most clearly toward Composable mathematical operations for AI agents.. A representative use case is Verifying mathematical conjectures and claims generated by AI agents.. The listed license is MIT. GitHub stars are currently 319. Relevant tags include Executable Mathematics, AI Agents.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool.

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Guides
#Executable Mathematics
#AI Agents
#Formal Proof
#Exact Computation
#Independent Verification
#Mathematical Operations
#Logic Solvers
#Proof Checker
$ Install
$ npm install -g jacobian && jacobian setup
↗ Visit site★ GitHub
01

Features

01Composable mathematical operations for AI agents.
02Independent verification process for trusted mathematical conclusions.
03Support for exact computation in domains like polynomial algebra and linear algebra.
04Integration with formal proof assistants like Lean for checking proofs.
05Transparent visibility of all intermediate steps, results, and artifacts.
02

Why choose it

+Composable mathematical operations for AI agents.
+Independent verification process for trusted mathematical conclusions.
+Verifying mathematical conjectures and claims generated by AI agents.
+Supports 4 platforms or runtime environments.
03

Trade-offs

!The final decision should still be made through side-by-side comparison with similar tools.
04

Compatibility

Python
Runtime
Verified via docs
Node.js
Launcher
Verified via docs
LLM Agents
Integration
Verified via docs
MacOS
OS
Verified via docs
05

Quick start

1
$ npm install -g jacobian
2
$ jacobian setup
06

Use cases

↳Verifying mathematical conjectures and claims generated by AI agents.
↳Searching for and independently confirming counterexamples to mathematical statements.
↳Performing exact computations and solving systems of equations with guaranteed precision.
↳Formalizing and checking mathematical proofs using integrated proof assistants.
07

Alternatives

⚡Top VS:
VSfigwright★1.1k→VScli★66→VSuniversal-mcp-toolkit★15→VS

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morluto /
jacobian
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Jacobian: an MCP server, CLI, and Python library that gives AI agents a composable toolbox of mathematical capabilities with inspectable artifacts and independent verification.

318MIT
Last commit4d ago
StatusActive
CategoryDev Tooling
Links
Documentation↗Discussion↗Issues↗Releases↗
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