ai-agent

Secure Your AI with awesome-gpt-security

Name: Secure Your AI with awesome-gpt-security
Author: cckuailong

Find security tools for LLM and GPT. For founders using AI.

672 stars133 forksGuide quality 8/10 · reviewed Jul 20Updated 7/24/2026100% free · open source

What it does

Awesome-gpt-security is a curated list of security tools for Large Language Models (LLMs) and Generative Pre-trained Transformers (GPT) that helps founders find relevant tools to secure their AI applications

When to use it

•When building an AI-powered startup and needing to identify security threats in LLMs or GPTs
•When looking for experimental cases or interesting security projects related to LLMs or GPTs
•When trying to stay up-to-date with the latest security tools and best practices for AI development

Ready-to-paste prompt

Search for 'adversarial attack' in the repository to find tools like 'TextAttack' or 'BERT-Attack'

Heads up: Note that some tools listed in the repository may require specific dependencies or setup, such as Python or Node.js, and may not be compatible with all environments

Saves to your device

Use with Claude

New

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

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/awesome-gpt-security && curl -fsSL https://workflowstacks.com/api/skills/awesome-gpt-security/claude-skill -o ~/.claude/skills/awesome-gpt-security/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.

How Secure Your AI with awesome-gpt-security works

Codeflow

Free to inspect

Secure Your AI with awesome-gpt-security is a documents-only repository (3 doc files) — something you read, not something you run. There is nothing to install. Last commit 3 months ago, CC0-1.0 license.

Size

Documents only

3 documents · 6 min skim

Setup

Nothing to install

A guide / curated list. Just read it and follow the links.

Runs on

Nowhere — you read it

A reading resource, not a program.

Where to start reading

1
README.md
Start here — what it does and how to install it

What's in each folder

media/Images & static assets1 files

READMECC0-1.0 licenseUpdated 3 mo ago