// the find
ZhangJinHaHaHa/AgentLens
Agentlens is a trusted agent trading platform. Here, you can quickly find the Agent that meets your needs, and you can also publish your own Agent to turn it into your digital asset. We encourage everyone to transform their areas of expertise into Agents and turn them into digital assets, allowing others to see your unique strengths.
AgentLens is a marketplace and audit platform for AI agents that combines on-chain reputation scores, Intel SGX TEE attestation, and ZK proofs to give buyers verifiable trust signals before hiring an agent. It's built by a solo student developer and targets anyone who wants to evaluate commercial AI agents (think Cursor, Devin, Claude Code) side-by-side with structured, non-marketing data. The blockchain layer is Polygon Edge; the frontend is React/Vite.
The 6-dimensional risk profiling (Security, Task Execution, Cognitive, Environment, Engineering, Compliance) is more structured than anything else in this space — most agent marketplaces just show star ratings. The ZK proof layer (circom + snarkjs Groth16) for audit score verification is technically legitimate and means developers don't have to expose source code to get attested. The sandbox audit pipeline — Docker start → LLM Q&A → LLM judge → SGX attestation → on-chain write-back — is a complete, end-to-end auditable loop, not hand-waving. The catalog data model (scenario fit, risk level, onboarding cost, integration method as structured fields rather than prose) is the right call and makes comparison genuinely useful.
The audit benchmark table is suspicious: every tier-1 agent scores exactly 100/100, and the two 'failure cases' are labeled 'synthetic high-risk profiles' — this reads as a constructed demo, not a real stress test of the pipeline. The live platform URL is a raw IP address (154.89.157.252:5173), which is a red flag for production readiness and will break HTTPS and any browser security policy. The Polygon Edge chain is self-hosted with no public validator set, so the 'on-chain' guarantees are only as trustworthy as whoever controls that single node — the decentralization claim is cosmetic at this stage. The ZK circuit artifacts are committed as pre-built JSON files with no reproducible build instructions, making it impossible to verify the circuits match the Solidity verifier without just trusting the repo author.