ai-evals

awesome-MLSecOps – Secure Your AI/ML Stack with Curated Tools

A founder‑focused list of vetted MLSecOps solutions for adversarial defense, LLM security, red teaming, model scanning and pipeline protection.
473 stars114 forksAstroGuide quality 9/10 · reviewed Oct 11Updated 9/9/2026100% free · open source
What it does

Awesome-MLSecOps provides a curated list of tools and resources for securing machine learning and AI systems, covering areas such as adversarial ML defense, MLOps pipeline security, and supply-chain protection.

When to use it
  • •When you need to protect your machine learning models from adversarial attacks
  • •When you want to secure your MLOps pipeline from vulnerabilities and threats
  • •When you are looking for resources to improve the overall security of your AI systems
Ready-to-paste prompt
Explore the 'adversarial-ml-defense' section by opening the 'README.md' file and searching for 'adversarial-ml-defense' to find relevant tools and resources
Heads up: One specific pitfall is that some of the tools and resources listed in the repository may require specific dependencies or runtime versions to be installed, so make sure to check the requirements for each tool before using it
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/awesome-mlsecops && curl -fsSL https://workflowstacks.com/api/skills/awesome-mlsecops/claude-skill -o ~/.claude/skills/awesome-mlsecops/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions
Details
Creator
RiccardoBiosas
Language
Astro
Category
ai-evals
Published
4/1/2023

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Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/awesome-mlsecops.svg)](https://workflowstacks.com/skills/awesome-mlsecops?utm_source=github&utm_medium=badge)
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