NVIDIA cuOpt is an optimization engine that uses GPUs to solve mathematical planning problems such as linear programming, quadratic programming, and vehicle routing. Developers and operations teams use its C++, C, Python, and server APIs for large-scale optimization, while the catalogue's agent skills connect it with agent-based optimization workflows.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/NVIDIA/cuoptWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/plugins/nvidia/cuopt/cuopt-server-api-python)<a href="https://agentmods.dev/plugins/nvidia/cuopt/cuopt-server-api-python"><img src="https://agentmods.dev/badge/plugins/nvidia/cuopt/cuopt-server-api-python.svg" alt="Measured on agentmods" height="20"></a>Grade A, and why
cuopt-server-api-python scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
"description": "cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API." What it actually says
{
"name": "cuopt-server-api-python",
"source": "./skills/cuopt-server-api-python",
"skills": "./",
"description": "cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API."
}What ships with it
1 file beside marketplace.json#cuopt-server-api-python in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 6 lines scan A 6d42cf29edcd
cuopt-server-api-python is a plugin published in the GitHub repository NVIDIA/cuopt (1,034 stars, last pushed today), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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