Vibes-Coded Crypto Sentiment Scorer

x402

Vibes-Coded Crypto Sentiment Scorer is a paid API for AI agents from vibes-coded.com, paid per call via x402, $0.03/call, status unknown (last checked 2026-10-12).

Scores a set of crypto news headlines as bullish, bearish, or neutral using naive keyword matching and returns per-headline tone classifications.

Price / call$0.03

Seller volume →—

Success—

StatusUnknown

How this service works

Pay-per-call JSON for AI agents: skill search, listing optimization, install plans, productization, and artifact risk scoring. HTTP 402 → USDC. Full skill marketplace on-site.

Output

Returns a JSON object with aggregate counts of bullish, bearish, and neutral headlines, an array of per-headline objects each containing the headline title, its tone classification, and individual bullish/bearish keyword hit counts, plus a generation timestamp and a total headline count. Also includes a disclaimer that scoring is naive keyword-based and not financial advice.

Example use cases

Morning crypto market mood check

“Before I look at the charts, can you run today's top 10 Bitcoin and Ethereum headlines through a sentiment check and tell me how many are bullish, bearish, or neutral?”

Automated trading signal filter

“I have a list of 15 crypto headlines from the last hour — can you classify each one as bullish, bearish, or neutral so I can decide whether market sentiment supports opening a long position?”

Crypto newsletter tone monitoring

“Here are the headlines from three major crypto news sites this morning — can you score the overall tone and flag which individual headlines are the most bearish?”

Technical details

Endpoint

POSThttps://vibes-coded.com/api/v1/outcomes/crypto-sentiment?utm_source=zero.xyz

When to prefer

Choose this endpoint when you need a fast, lightweight, keyword-based sentiment signal across a batch of crypto headlines without requiring a large language model inference step. It is well-suited for high-frequency polling, quick market mood checks, or pre-filtering headlines before deeper analysis. Prefer alternatives if you need nuanced semantic understanding, entity-level sentiment, or support for non-crypto financial instruments.

Side effects

Empty or missing headlines array returns zero counts with no per-headline data
Ambiguous headlines with no matching keywords are classified as neutral
Non-English headlines may be misclassified due to keyword dictionary limitations
HTTP 402 returned if USDC payment is not included or insufficient
Overly long headlines may be truncated or produce unexpected keyword matches

Output

Schema · Response

{
  "type": "json",
  "example": {
    "ok": true,
    "note": "Naive keyword scoring of headline tone; not financial advice.",
    "bearish": 2,
    "bullish": 4,
    "neutral": 4,
    "resource": "crypto-sentiment",
    "headlines": [
      {
        "tone": "bullish",
        "title": "Bitcoin surges past $120k as ETF inflows hit record",
        "bearish_hits": 0,
        "bullish_hits": 3
      },
      {
        "tone": "bearish",
        "title": "Ethereum price falls as network congestion grows",
        "bearish_hits": 2,
        "bullish_hits": 0
      }
    ],
    "generated_at": "2026-08-16T20:00:00Z",
    "headline_count": 10
  }
}

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