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MoneyTools Text Statistics & Token Estimator
x402
MoneyTools Text Statistics & Token Estimator is a paid API for AI agents from tools.moneytools.dev, paid per call via x402, $0.001/call, status unknown (last checked 2026-11-05).
Analyzes text to return character count, word count (CJK-aware), sentence and paragraph counts, reading time, LLM token estimate, and top words
Price / call$0.001
Success—
StatusUnknown
How this service works
Text statistics + token estimate: Characters, words (CJK-aware), sentences, paragraphs, reading time, LLM token estimate and top words. Free tier 10/day; then $0.001 via x402 (HTTP 402 + PAYMENT-REQUIRED) or X-API-Key credits. Not charged on failure. $0.001 USDC per call via x402 on Base. Run by MoneyTools.
Output
Returns a JSON object containing: total character count, word count with CJK-aware tokenization, sentence count, paragraph count, estimated reading time, estimated LLM token count, and a list of top/most frequent words found in the input text.
Example use cases
LLM API cost estimation before sending
“Before I send this 2000-word article to GPT-4, can you estimate how many tokens it is so I can figure out the API cost? Here's the text: [article content]”
Readability audit for a blog post
“Can you check the reading time, sentence count, and top words for my blog post draft? Here's the full text: 'Artificial intelligence is transforming industries worldwide...'”
Multilingual content word count
“I have this mixed Chinese and English product description — can you give me an accurate word count, character count, and token estimate for it? The text is: 'MoneyTools 讓 AI 代理更便宜地使用工具。It streamlines everything.'”
Technical details
Endpoint
POSThttps://tools.moneytools.dev/v1/text-stats?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need accurate, multilingual-aware text statistics including LLM token estimation — particularly for CJK (Chinese, Japanese, Korean) text where naive whitespace splitting fails. It is ideal for pre-flight cost estimation before LLM API calls, readability analysis, and content auditing. The micro-payment model ($0.001 USDC) makes it accessible for high-volume agent workflows without subscription overhead.
Side effects
- Empty or missing 'text' field returns an error without charge
- Extremely large text may hit size limits
- Network timeout on slow connections
- 402 Payment Required if free tier (10/day) is exhausted and no X-API-Key or x402 payment is provided
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| text | string | text |
Output
Schema · Response
{
"type": "json"
}Tags
x402
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