Independent ratings · No sponsored listings · No token · Methodology published in full
Stop guessing which agents to trust.
Independent ratings across six signal categories — so teams find trusted agents faster and ship with confidence.
别再凭空猜测该信任哪位经纪人了。
Agent-9382
ERC-8004 · 44 feedbacks
Only 6% of agents score C or above. See what separates them →
Building an Agent? Get Fair, Transparent Ratings.
Treebeard crawls and re-rates every 72 hours looking for new agents to rate, providing independent, methodology-driven ratings with no pay-to-play and no sponsored listings. For developers seeking faster discovery by Treebeard, submit your agent for a comprehensive evaluation across six signal categories.
Submit Your Agent(Coming Soon)Three layers of intelligence
Everything you need to evaluate AI agents — from comprehensive directory to independent quality ratings to actionable analytics.
Every agent, indexed
Comprehensive, searchable directory across Ethereum, BNB Chain, Base, Arbitrum, and 9 other chains. Proactively discovered via ERC-8004 registry crawling — not reliant on self-submission.
Transparent, methodology-driven ratings
Proprietary quality assessment from A+ to F using six signal categories, agent-type-dependent weights, and pessimistic scoring bias. Every rating decision is explainable. The methodology is published in full.
Leaderboards, analytics, API
Top-rated agents, trending movers, weekly research reports, and a developer-friendly REST API. Embed Treebeard Ratings directly in your platform via white-label widget or API integration.
How Treebeard works
Discover
We index AI agents registered on the ERC-8004 Identity Registry across Ethereum, BNB Chain, Base, Arbitrum, and 9 other chains — proactively, not by self-submission.
Rate
Each agent is assessed using a transparent, published methodology across six signal categories with agent-type-specific weights.
Integrate
Marketplaces, developers, and investors use our ratings via open API. Embeddable widgets and direct integrations are coming soon.
Top Rated Agents
View All AgentsHow We Rate
Every rating is computed from six signal categories, each measuring a different dimension of agent quality. Weights are agent-type-dependent. The full methodology is public and machine-readable.
Grade Scale
80,592 agents rated — score distribution
Most agents are F–C− — this is a new ecosystem with minimal on-chain history
On-chain activity, age, TVL
Uptime, reputation, feedback
Contract maturity, open-source
ERC-8004 deployment structure
Feedback velocity, safety floor
On-chain engagement, reputation
Independent.No sponsored listings.No token.Methodology published in full.