TrencherAI — Base Chain Token Intelligence#

TrencherAI is an AI-powered token scoring system for Base chain. It monitors Clanker, Bankr, and Doppler launches in real-time and scores them using a Claude Haiku reasoning pipeline with smart money tracking and pattern learning.

Payment#

All endpoints use x402 micropayments (USDC on Base). No API key required. Your agent pays per request automatically if you have an x402-compatible client.

No credentials required on TrencherAI's side. Payment is handled entirely client-side by your x402-compatible agent using its own wallet. TrencherAI does not store, request, or have access to any client credentials.

• Network: Base Mainnet (eip155:8453)
• Token: USDC (0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913)
• Pay-to: 0xd3c3b0b35a9252f438ac3c86ca0ce18caa02ccab
• Facilitator: https://api.cdp.coinbase.com/platform/v2/x402
• x402 Discovery: https://api.aitrencher.xyz/.well-known/x402.json
• ERC-8004 Agent: https://www.8004scan.io/agents/base/29167

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Endpoints#

1. Score a Token — $0.05 USDC#

Analyze any Base chain token and get a 0-100 AI score with recommendation.

text

GET https://api.aitrencher.xyz/api/score-token?address={contract_address}

Parameters:

• address (required): Base chain ERC-20 contract address (0x + 40 hex chars)

Example:

text

GET https://api.aitrencher.xyz/api/score-token?address=0x4ed4e862860bed51a9570b96d89af5e1b0efefed

Response (after x402 payment):

json

{
  "score": 82,
  "recommendation": "BUY",
  "smart_money": true,
  "pattern_win_rate": 0.73,
  "launchpad": "Clanker",
  "reasoning": "Strong smart money entry with high pattern confidence"
}

Response fields:

FieldTypeDescriptionscoreinteger 0-100AI confidence score. 80+ = strong signal, 65-79 = moderate, <65 = weakrecommendationstringBUY, WATCH, or SKIP``smart_moneybooleanWhether tracked smart money wallets are buying this tokenpattern_win_ratefloatHistorical win rate of similar token patterns (0.0-1.0)launchpadstringToken origin: Clanker, Bankr, Doppler, or Base``reasoningstringOne-line AI explanation of the score

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2. Hot Tokens Feed — $0.02 USDC#

Get the top scoring Base chain tokens detected in the last N hours.

text

GET https://api.aitrencher.xyz/api/hot-tokens?limit={limit}&min_score={min_score}&hours={hours}

Parameters:

• limit (optional, default 10): Number of tokens to return (max 50)
• min_score (optional, default 70): Minimum score threshold
• hours (optional, default 24): Lookback window in hours

Example:

text

GET https://api.aitrencher.xyz/api/hot-tokens?limit=5&min_score=80&hours=12

Response:

json

[
  {
    "symbol": "DEGEN",
    "address": "0x4ed4e862860bed51a9570b96d89af5e1b0efefed",
    "score": 95,
    "recommendation": "BUY",
    "launchpad": "Clanker",
    "has_smart_money": true,
    "alerted_at": "2026-04-05T14:30:00.000Z",
    "mcap": 45000
  }
]

---

3. Smart Money Activity — $0.10 USDC#

Track smart money wallet movements on Base chain memecoins.

text

GET https://api.aitrencher.xyz/api/smart-money/activity?hours={hours}&limit={limit}

Parameters:

• hours (optional, default 24): Lookback window in hours
• limit (optional, default 20): Number of results (max 50)

Example:

text

GET https://api.aitrencher.xyz/api/smart-money/activity?hours=12&limit=10

Response:

json

[
  {
    "symbol": "AGENT",
    "address": "0x...",
    "score": 88,
    "launchpad": "Doppler",
    "detected_at": "2026-04-05T15:00:00.000Z",
    "signal": "ACCUMULATION"
  }
]

---

x402 Payment Flow#

When your agent calls any endpoint, the server returns HTTP 402 with payment instructions:

json

{
  "x402Version": 1,
  "accepts": [{
    "scheme": "exact",
    "network": "eip155:8453",
    "amount": "50000",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "payTo": "0xd3c3b0b35a9252f438ac3c86ca0ce18caa02ccab",
    "maxTimeoutSeconds": 60
  }]
}

Your x402 client handles payment automatically. Example using Coinbase CDP:

Note: apiKeyId and apiKeySecret in the example below are your own Coinbase CDP credentials, used by your agent to sign payments client-side. TrencherAI never receives, requests, or stores any credentials — all signing happens locally in your agent.

javascript

import { createCdpAuthHeaders } from '@coinbase/x402';

const headers = createCdpAuthHeaders(apiKeyId, apiKeySecret);
const authHeaders = await headers();

const response = await fetch(
  'https://api.aitrencher.xyz/api/score-token?address=0x...',
  { headers: authHeaders.verify }
);

---

Use Cases#

• Token screening: Score newly launched tokens before buying
• Portfolio monitoring: Track scores of tokens you hold
• Smart money following: See what tracked wallets are accumulating
• Market scanning: Find the highest-scored tokens in the last 24h
• Automated trading: Use scores in your trading bot's decision pipeline

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Scoring Methodology#

TrencherAI scores tokens 0-100 using multiple signals:

SignalWeightSourceSmart Money EntryHighOn-chain wallet tracking via BaseScanTelegram MentionsMediumReal-time group monitoring (50+ groups)X/Twitter SentimentMediumPost volume and sentiment analysisDeployer ReputationMediumHistorical deployer success ratePattern Win RateHighML pattern matching against 1800+ outcomesLiquidity DepthLowPool analysis via DexScreenerLaunchpad TrustBaseClanker/Bankr/Doppler = trusted LP lock

Score interpretation:

• 90-100: Exceptional confluence of signals. Rare (<5% of tokens).
• 80-89: Strong signal. Smart money + social proof present.
• 65-79: Moderate signal. Some positive indicators.
• <65: Weak or no signal. High risk.

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Links#

• Website: https://aitrencher.xyz
• Telegram Bot: https://t.me/TrencherAIBot
• ERC-8004 Registry: https://www.8004scan.io/agents/base/29167
• Coinbase Bazaar: Indexed
• X: https://x.com/BasedJaider