# HungLeAI

- **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:** [Hung Le](https://cerebralvalley.ai/u/fifa22hung)
- **GitHub:** https://github.com/Hungleminh/agentspillcheck
- **Demo video:** https://youtu.be/V8oSr_aFQNM
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/154

AgentSpillCheck is an open-source guardrail scanner that tests AI agents before you trust them with your data. In under a minute it spins up a fake-but-believable world —
  files, emails, a fake web stage, a sink server — seeded with synthetic sensitive data (fake API keys, ID numbers, passwords), then connects your agent over MCP and watches what
  it actually does: does it print secrets in chat, mail them to the wrong person, follow hidden instructions on a web page? The result is a graded report (clean A/100 through
  leaky B/86 and worse) that answers four questions for a non-technical owner: what was read, was it sent, where to, and was it encrypted. No real data is ever touched. It ships
  as a Go CLI with an MCP server (Claude Desktop, Cursor, Claude Code), a local Docker deployment, and a deterministic spillcheck demo that deliberately leaks so anyone can see
  the scanner catch it in 60 seconds. Built for our world: end users who handed agents their email and passwords without any way to verify what happens next — and pushing the
  frontier of behavioural, evidence-based agent safety testing that anyone can run, not just security teams.

## More from Meta Global AI Developer Hackathon

- [Kaagaz](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/151)
- [PASADHI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/152)
- [KOWSHIK T](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/153)
- [ReActSim](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/155)
- [Shelf Gate](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/156)
- [Cue | Team](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/157)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/154. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt