# AgentBridge Legends ( Mantel )

- **Event:** [Global Codex Hackathon: [Singapore]](https://cerebralvalley.ai/e/open-ai-hackathon-singapore-virtual)
- **When:** Tue, Apr 21 at 9:00 AM – 9:00 PM (GMT+8)
- **Where:** Online
- **Team:** [Nicole Ramirez](https://cerebralvalley.ai/u/nxrmrz), [Rico Wismans](https://cerebralvalley.ai/u/rico_mantel), [James Moyle](https://cerebralvalley.ai/u/pi3ce)
- **Demo video:** https://youtu.be/vwUarA3R7fI
- **Gallery:** https://cerebralvalley.ai/e/open-ai-hackathon-singapore-virtual/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/open-ai-hackathon-singapore-virtual/hackathon/gallery/20

Universal Agent Context Bridge is a prototype that evaluates how suitable an API is for AI agents, explains the risks, selects a safer subset of endpoints, and generates an MCP starter bridge. It combines deterministic scoring, safety-oriented curation, and report generation to help teams turn raw API specs into more agent-ready tooling.

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Markdown version of https://cerebralvalley.ai/e/open-ai-hackathon-singapore-virtual/hackathon/gallery/20. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt