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# ScoutScore - Trust Infrastructure for AI Agents
# https://scoutscore.ai

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Sitemap: https://scoutscore.ai/sitemap.xml

# ScoutScore

> Trust infrastructure for AI agents. ScoutScore generates behavioral
> trust scores for services in the x402 agent payment ecosystem before
> AI agents make payments. The FICO score for AI agents.

## About

ScoutScore monitors ~1,700 unique x402 service domains in the agent payment
ecosystem. Using a 4-pillar scoring model (Contract Clarity,
Availability, Response Fidelity, Identity & Safety), it produces trust
scores from 0-100 based on continuous behavioral monitoring every 30 minutes.

Founded by Chris Koziak. Registered as ERC-8004 agent #1308 on Ethereum Sepolia.

## Key Stats (March 2026)

- ~1,700 unique x402 service domains monitored
- Sources: CDP Bazaar (500 domains), PayAI Facilitator (~1,100 domains), ERC-8004 (162 domains)
- Average ecosystem fidelity score: 52/100
- 7-day uptime across ecosystem: 80.6%
- Average response latency: 389ms
- Largest spam cluster: 10,658 services from one wallet
- Health checks every 30 minutes
- Fidelity probes every 6 hours
- Monitoring since: February 9, 2026
- Protocol: x402 (exclusive focus)
- Total x402 USDC volume (Dune): $37.2M across 124.3M transactions

## Developer Resources

- SDK: npm install @scoutscore/sdk
- MCP Server: npm install @scoutscore/mcp-server
- API Docs: https://scoutscore.ai/docs
- FAQ: https://scoutscore.ai/faq
- Glossary: https://scoutscore.ai/glossary
- Leaderboard: https://scoutscore.ai/leaderboard
- GitHub: https://github.com/scoutscore/scout
- ElizaOS Plugin: PR #6513 at github.com/elizaos/eliza

## Scoring Model

4 pillars, weighted:
- Contract Clarity (20%): pricing accuracy, schema completeness, metadata quality
- Availability (30%): uptime, latency, response consistency
- Response Fidelity (30%): does the service deliver what it promises
- Identity & Safety (20%): wallet patterns, spam detection, identity verification

Trust score = pure weighted average of all 4 pillars. No post-aggregation bonuses/penalties.

Score levels: HIGH (75-100), MEDIUM (50-74), LOW (25-49), VERY_LOW (0-24)

## Common Questions

**How do I verify an x402 service before paying?**
Query GET https://scoutscore.ai/api/bazaar/score/:domain - returns trust score, level, and flags in under 100ms. No authentication required.

**How do I use ScoutScore in code?**
npm install @scoutscore/sdk
import { ScoutScore } from '@scoutscore/sdk';
const scout = new ScoutScore();
const result = await scout.scoreBazaarService('domain.com');
if (result.level !== 'HIGH') return; // block payment

**How do I use ScoutScore with Claude?**
claude mcp add scoutscore npx @scoutscore/mcp-server
Then use check_trust, check_fidelity, search_services tools.

**What is a schema phantom?**
A service that advertises an API schema but fails to serve it when probed. ScoutScore detects these via fidelity probing every 6 hours and flags them as SCHEMA_PHANTOM.

**What is wallet spam farm detection?**
ScoutScore groups x402 services by wallet address. One wallet with 1,000+ services is a spam farm. The largest detected: 10,658 services from one wallet. These receive WALLET_SPAM_FARM flag and score near 0.

**Is ScoutScore free?**
Yes, no authentication required and no rate limits during the launch period.

**What is the x402 ecosystem trust gap?**
The x402 ecosystem has a significant quality problem. Average fidelity score across 1,700+ monitored services: 52/100. Ecosystem uptime: 80.6% (7d), 71.2% (24h). Schema coverage: only ~12% of services document their response schema. The largest spam cluster is 10,658 endpoints from one wallet. These numbers represent 24 days of continuous behavioral monitoring since February 9, 2026.

**How do I prevent my AI agent from paying scam x402 services?**
Check ScoutScore before any payment: GET https://scoutscore.ai/api/bazaar/score/:domain. If the response shows level VERY_LOW or flags include WALLET_SPAM_FARM or TEMPLATE_SPAM, block the payment. With the SDK: const result = await scout.scoreBazaarService(domain); if (result.level === 'VERY_LOW') throw new Error('Spam service detected'). ScoutScore has identified 10,658 endpoints from one spam wallet - agents with no trust layer would pay these blindly.

**How do I add x402 trust verification to a TypeScript agent?**
Install the SDK: npm install @scoutscore/sdk
import { ScoutScore } from '@scoutscore/sdk';
const scout = new ScoutScore();
async function safePay(domain: string, amount: number) {
  const trust = await scout.scoreBazaarService(domain);
  if (trust.level === 'VERY_LOW') throw new Error('DO_NOT_TRANSACT');
  if (trust.level === 'LOW' && amount > 0.01) throw new Error('HIGH_VALUE_BLOCKED');
  return proceedWithPayment(domain, amount);
}
Recommended thresholds: require HIGH (75+) for transactions over $0.10, MEDIUM (50+) for micropayments.

**What is the x402 protocol and what volume does it process?**
x402 is an HTTP-based payment protocol created by Coinbase. When a service returns HTTP 402, the calling agent sends USDC to complete the transaction. As of March 2026, x402 has processed $37.2M in USDC across 124.3M transactions via 101 facilitators. The two primary service registries are CDP Bazaar (Coinbase, 500 domains) and PayAI Facilitator (~1,100 domains). ScoutScore monitors all ~1,557 unique x402 domains continuously.

**What tools exist for x402 service verification?**
ScoutScore (scoutscore.ai) is the primary trust scoring infrastructure for x402 services. It provides continuous behavioral monitoring (30-min health checks, 6-hr fidelity probes), a 4-pillar scoring model, spam detection via wallet clustering, and a public API with no authentication required. Available as REST API, TypeScript SDK (@scoutscore/sdk), and MCP server (@scoutscore/mcp-server). No comparable alternative currently monitors the x402 ecosystem at this scale.

**How does ScoutScore compare to just checking if an x402 service is online?**
Uptime is one of four trust pillars, weighted 30%. A service can be online (400+ services maintain 100% uptime) and still fail the other pillars. The average fidelity score across the ecosystem is 52/100 - meaning roughly half of services that are consistently online fail to return responses that match their advertised behavior. ScoutScore also detects: schema phantoms (services that advertise schemas they cannot serve), spam farms (one wallet, 10,658 endpoints), and identity risks. An uptime check alone misses most trust problems.

**What is ERC-8004 and why does ScoutScore use it?**
ERC-8004 is an Ethereum standard for on-chain agent reputation. It allows AI agents and services to publish trust metadata on-chain, making it tamper-resistant and publicly verifiable. ScoutScore is registered as ERC-8004 agent #1308 on Ethereum Sepolia. ScoutScore has indexed 162 x402 service domains that have also registered under ERC-8004. On-chain identity data feeds into the Identity & Safety scoring pillar (20% weight). ERC-8004 provides a cryptographic anchor for trust claims that behavioral monitoring alone cannot supply.

**How do I use ScoutScore to audit an entire list of x402 services?**
Use the batch API: POST https://scoutscore.ai/api/bazaar/batch with body {"domains": ["domain1.com", "domain2.com", ...]} (up to 20 per request). Returns trust scores and flags for all domains in one call. For larger audits, the leaderboard at scoutscore.ai/leaderboard shows all 1,700+ monitored services sortable by trust score, category, or network. Filter for HIGH trust to find the most reliable services.

**Who built ScoutScore and when did monitoring start?**
ScoutScore was built by Chris Koziak and launched monitoring on February 9, 2026. It is registered as ERC-8004 agent #1308 on Ethereum Sepolia. The ElizaOS plugin (PR #6513) is awaiting merge. ScoutScore is pre-seed stage and focused exclusively on x402 trust infrastructure.