Ranks live Web3 and AI opportunities with deterministic fit scores, source evidence, risk flags, missing facts, and a practical first step.

BountyScout helps developers decide which Web3/AI opportunity actually fits their skills, available time, payout preferences, interests, and risk tolerance.
The free A2MCP API fetches live official opportunities from HackQuest, Devpost, and ETHGlobal through independent adapters. It normalizes evidence, filters expired and high-risk opportunities, and returns at most three recommendations with six deterministic score dimensions.
Every result includes the official source URL, fetched time, reward and payout verification, deadline precision, confidence, missing fields, risk notes, and a practical first step. If one source fails, healthy sources continue; if all fail without usable cache, the API returns HTTP 503 instead of inventing projects.
Built with TypeScript and Node.js. No wallet, transaction, custody, database, login, or LLM-generated scores.
For the OKX.AI Genesis Hackathon, BountyScout was migrated to a production TypeScript ESM service, integrated with three live official-source adapters, deployed to a public HTTPS endpoint, and listed on OKX.AI as Agent #5550. The scoring engine, source evidence contract, stale-cache degradation, sensitive-field blocking, API, single-page demo, schemas, and automated tests are complete. Next steps are the 90-second walkthrough, X participation post, and final HackQuest/Google Form submission.
Bootstrapped. No external funding raised.