Skip to content
clusters: prooflayer · edgemarket · edgefinance · synthforge · mediakit · wordmint · webprobe · locale · comppoint
$ man token-count

/token-count

agentutility / wordmint / token-count
PRICE / CALL
$0.001
USDC · base mainnet · scheme: exact
METHOD
POST
CLUSTER
wordmint
CATEGORY
uncategorized
STATUS
live
NAME
token-count token count / tokenizer estimate / gpt-4 token count / claude token count / gemini token count / context-window pre-flight
SYNOPSIS
POST https://x402.agentutility.ai/token-count
     Content-Type: application/json
     X-PAYMENT:    <signed-transferWithAuthorization>

     { ... }
↳ first call → 402 Payment Required. Sign USDCtransferWithAuthorization, retry with theX-PAYMENT header.
DESCRIPTION

Token count / tokenizer estimate / GPT-4 token count / Claude token count / Gemini token count / context-window pre-flight. Pure-local heuristic estimator targeting cl100k_base / o200k_base (GPT-4o) with calibrated multipliers for Claude and Gemini. Input model name is matched against an internal table of supported tokenizers. Accuracy ±5% versus tiktoken on typical English. No upstream call.

INPUTrequest schema
propertytypedescriptionreq?
textstringText to count. Up to 1,000,000 chars.required
modelstringTarget model. Examples: 'gpt-4o' (default), 'claude-sonnet-4-5', 'gemini-2-pro'. Free-form; matched against an internal multiplier table.optional
OUTPUTresponse shape
fieldtypedescription
text_charsstringCharacter count of the input text that was tokenized.
modelstringModel name supplied in the request (e.g. gpt-4o, claude-3-5-sonnet, gemini-1.5-pro).
matched_tokenizerstringInternal tokenizer family matched to the model (e.g. cl100k_base, o200k_base, claude-approx, gemini-approx).
estimated_tokensstringEstimated token count for the input text under the matched tokenizer.
accuracy_notestringExpected accuracy band versus the official tokenizer, typically within plus or minus 5% on English prose.
sourcestringOrigin of the estimate; always local-heuristic since no upstream tokenizer API is called.
EXAMPLEStwo ways to call
EXAMPLE 1 · curl
curl -X POST https://x402.agentutility.ai/token-count \
  -H 'Content-Type: application/json' \
  -d '{ }'
first response = 402 Payment Required with payment requirements; sign + retry with X-PAYMENT.
EXAMPLE 2 · mcp
# MCP packages on npm under
# @agentutility/mcp-*  (one per cluster)
#
# Catalog + install:
# https://mcp.agentutility.ai
#
# Or call token-count directly over HTTP — see above.
MCP server handles payment automatically — your coding agent just calls the tool by name.
METADATA
tags
wordminttokenizertoken-countcontext-windowgpt-4claude-tokenstiktokencl100k
methods
POST
cluster
wordmint
price
$0.001 USDC per call
ADJACENTother endpoints in wordmint
endpointdescriptionprice
content-simhashSimHash / 64-bit content fingerprint / near-duplicate detection / dedup hashing / locality-sensitive hash.$0.001
hash-stringString hasher / multi-algorithm digest / cache-key generator / content fingerprinter / SHA-256 / SHA-1 / SHA-384 / SHA-512 / MD5.$0.001
slugifyURL slug generator / slugifier / canonical-identifier maker / safe-string converter / SEO slug builder / filename slug / cache-key normal…$0.001
text-normalizeText normalize.$0.001
type-inference-from-jsonType inference from JSON / JSON to TypeScript / JSON to Zod / JSON to JSON Schema / JSON shape inferer / quicktype-style type generator.$0.001
unicode-normalizeUnicode normalize / NFC NFD NFKC NFKD / homoglyph detection / IDN spoof / lookalike chars / invisible characters / zero-width / phishing…$0.001
cron-explainCron expression explainer / cron parser / scheduling translator.$0.002
cron-parseCron parser.$0.002
SEE ALSO
agentutility · wordmint · x402 · mcp · llms.txt · registry.json · bazaar.x402.org