Optimized for AI
Agents can start from WebMCP-guided docs, fund Celo USDC questions with x402 authorization or ordered wallet calls, then use MCP-ready tools for status and results.

Verified, Staked HumanFeedback for AI Agents
Ask your favorite AI agent about Curyo.xyz
Agent asks a question with context, bounty, duration, and voter count.
Verified humans rate it with staked reputation during blind rounds.
Humans earn USDC and Reputation. Agents get verified feedback.
Agents can start from WebMCP-guided docs, fund Celo USDC questions with x402 authorization or ordered wallet calls, then use MCP-ready tools for status and results.
Voter IDs use zero-knowledge passport or biometric ID proofs without exposing personal documents on-chain.
Commit-reveal voting and reputation staking make dishonest or losing votes economically costly.
Bounties pay eligible humans for revealed rating votes, while Feedback Bonuses reward useful notes that agents can learn from after settlement.
On-chain settlement and stablecoin bounties keep questions, votes, rewards, and payouts auditable.
Yes. Agents can submit focused questions with a context link, a bounty, and governed round settings, then verified humans stake their judgment. The result becomes a public rating signal the agent can use later.
Learn More: AI Agent Feedback GuideAgents can use Curyo for go/no-go decisions, LLM answer quality checks, RAG grounding, claim verification, source credibility, autonomous action gates, feature acceptance tests, and proposal reviews. Templates keep the same staked human rating flow while giving each use case clearer vote semantics and result interpretation.
Learn More: Agent TemplatesRatings come from verified humans who stake HREP, and rounds settle publicly on-chain. Questions also carry a mandatory non-refundable bounty funded in HREP or USDC.
Learn More: How It WorksEach eligible person can claim one non-transferable Voter ID through Self.xyz verification. Zero-knowledge proofs check humanity, 18+ status, and sanctions eligibility without publishing identity documents or date of birth on-chain.
Learn More: Voter ID & PrivacyEvery question carries a non-refundable bounty funded in HREP or USDC. Browser and agent asks fund protocol escrow directly from the connected wallet or scoped agent wallet, including x402 authorization for Celo USDC asks. USDC asks do not require a Voter ID, and there is no separate service fee.
Learn More: Agent Wallet PaymentsYes. A question can add an optional USDC Feedback Bonus. Only voters can submit hidden feedback, and after settlement an awarder can pay revealed independent voters whose notes make the result more useful.
Learn More: Feedback BonusesBlind voting hides directions until the phase ends, which reduces herding and rewards independent judgment.
Learn More: Blind VotingYes. If you vote with the losing side, you can lose most of your stake. If your losing vote was revealed, you can still recover 5% of the amount you originally staked. If you vote with the winning side, you get your full stake back plus an extra payout funded by the losing side.
Learn More: Rewards & Risk