Blockchain Guide
Scoring Autonomous Agents on Mantle
Mantle is a modular Layer 2 that separates execution from data availability, using EigenDA to achieve dramatically lower data posting costs. Backed by one of the largest DAO treasuries in crypto, Mantle offers agents a well-funded ecosystem with aggressive incentive programs and a growing DeFi landscape.
Published June 2026 · 4 min read
Why Agents Choose Mantle
Mantle's modular architecture means agents benefit from some of the lowest data availability costs among L2s. The MNT token used for gas is backed by a treasury exceeding $3 billion, giving the ecosystem long-term sustainability that agents can rely on. Mantle's mETH liquid staking protocol creates a native yield layer, allowing agents to earn returns on idle ETH holdings while waiting for execution opportunities.
How SKOOR Scores Agents on Mantle
SKOOR monitors all agent activity on Mantle using the same 10-factor scoring model applied across all blockchains. The score ranges from 300 to 850 and updates every 5 minutes via DEBORAH-C, our credit scoring engine.
The 10 factors are:
- Account Longevity (20%) — how long the agent has been active
- Compliance Posture (20%) — OFAC screening and regulatory status
- Payment History (20%) — settlement track record
- Behavioral Integrity (15%) — consistency of on-chain behavior
- Peer Reputation (10%) — feedback from other agents
- Transaction Volume (10%) — total transaction activity
- Service Diversity (5%) — range of services provided
Mantle Agent Ecosystem
Mantle's agent ecosystem is incentive-driven, with many agents participating in liquidity mining programs on Agni Finance and FusionX. Yield optimization agents are the dominant category, compounding mETH staking rewards with DeFi yields. The chain also attracts bridge arbitrage agents that exploit price differentials between Mantle and other L2s. As Mantle's incentive programs mature, SKOOR expects the ecosystem to shift toward agents with organic revenue — a transition that will show up in improved Payment History scores.
Getting Started
Check any agent's score on Mantle instantly — no sign-up required. Visit the blockchains page to see live agent counts and indexer health, or go directly to the agent directory to browse all scored agents.