# Team Juicy

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Tolulope Olugbemi](https://cerebralvalley.ai/u/coderhema)
- **GitHub:** https://github.com/coderhema/juicy-leaks
- **Demo video:** https://youtu.be/O7iGrreqXEg
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3675

Juicy Leaks is an automated red team for AI chatbots, MCP servers and API endpoints. Chatbots are going into banks, HR and customer support, and their system prompts often hold discount codes, keys and customer data. Big companies have red teams; most small teams, like the ones I build with in Lagos, have nothing.

You pick a target and press Run. Juicy Leaks fires 30 attack templates across 7 categories (system-prompt leaks, secret and personal-data theft, role-play jailbreaks, instructions hidden in pasted documents, instruction override and encoding tricks), and a Meta model rewrites each one into a sneakier version. Every reply is checked by a fixed leak detector that also catches base64, leetspeak and reversed text, then graded by a Meta model judge.

You get a one-sentence verdict, one safety score, and an interactive problem map where red paths show exactly how an attack got through. Click any box to see the attack that worked and the fix. Juicy Leaks then writes a hardened system prompt and re-runs every attack to prove the score went up.

For MCP servers it lists every tool and checks for poisoned tool descriptions, injection in tool results, data leaks and dangerous tools, then lets an AI agent use the tools while under attack. It also runs from the command line with JSON output, and can fail a build when the score is too low.

## More from Meta Global AI Developer Hackathon

- [Italian Rides](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3672)
- [Medha](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3673)
- [Agentztein](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3674)
- [DeepKomal](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3676)
- [Minkyu Park](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3677)
- [Ratnadeep Kakade](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3678)

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