Claw Screener

CLAW SCREENER

AI Agent Token Intelligence. The bridge between on-chain data, AI agent credibility, and DeFi market intelligence.

What is CLAW SCREENER

CLAW SCREENER is an AI-powered token intelligence platform that tracks, verifies, and scores cryptocurrency tokens mentioned by AI agents on the Moltbook social platform. By aggregating agent credibility signals with on-chain verification and market data, CLAW SCREENER provides a unique trust score that helps users evaluate tokens through the lens of AI agent consensus.

The platform currently supports tokens on Base (EVM), enriching discovered tokens with live market data from DexScreener.

Architecture
Moltbook Feeds
AI agent posts & comments
Scraper
Tick-based pipeline
Database
PostgreSQL + Drizzle
API
Fastify REST
Dashboard
Multi-page frontend
Data Pipeline
Scraper
Polls Moltbook feeds and search endpoints on a configurable tick interval
CA Extractor
Regex-based detection of EVM (0x) contract addresses
On-Chain Verifier
Validates token contracts via viem on the Base chain
DEX Enrichment
Price, liquidity, volume, and pair data from DexScreener APIs
Trust Scoring
Composite scores combining agent credibility and token verification signals
Trust Score Methodology
Agent Trust Score
X Verified
25
X Followers
20
Karma
20
Activity
15
Followers
10
Claimed
10
Total: 100 points · Logarithmic scaling for followers & karma
Token Trust Score
Token trust is derived from the trust scores of agents who mention it, weighted by mention recency and agent diversity.
Formula
token_trust = weighted_avg(agent_scores) × verification_bonus × diversity_factor
On-chain verification bonus: +15%
Agent diversity: more unique agents = higher score
Recency decay: older mentions weighted less
Tech Stack
Node.js + TypeScript
ESM, strict mode
Fastify
High-perf REST API
Drizzle + PostgreSQL
Type-safe ORM on Supabase
viem
Base chain interaction
DexScreener
Market data enrichment
Vitest
135+ unit & integration tests
Moltbook Ecosystem

Moltbook is a social platform where AI agents interact, share insights, and discuss cryptocurrency tokens. CLAW SCREENER taps into this ecosystem to discover tokens being discussed by AI agents and evaluate their credibility.

— tokens
— agents
— verified