Name: text-classify
Price: 0.005 USDC
Availability: InStock

$ man text-classify

agentutility / wordmint / text-classify

PRICE / CALL

$0.005

USDC · base mainnet · scheme: exact

METHOD

POST

CLUSTER

wordmint

CATEGORY

uncategorized

STATUS

● live

NAME

text-classify — text classifier

SYNOPSIS

POST https://x402.agentutility.ai/text-classify
     Content-Type: application/json
     X-PAYMENT:    <signed-transferWithAuthorization>

     { ... }

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

DESCRIPTION

Text classifier. Zero-shot classification — caller supplies 2-25 labels and the model picks the best one (or all matching labels in multi-label mode) with calibrated confidence scores and a per-label reason. Same backend as classify-text under a more search-friendly slug. Mistral powered.

INPUT — request schema

property	type	description	req?
text	string	Input text to classify against the supplied label set.	required
labels	array	Array of 2-25 candidate label strings the classifier picks from.	required
multi_label	boolean	When true, returns all labels that match instead of a single top pick.	optional
label_descriptions	object	Optional map of label name to a short definition that disambiguates each label for the model.	optional

OUTPUT — response shape

field	type	description
top_label	string	Label string with the highest confidence score for the input text.

EXAMPLES — two ways to call

EXAMPLE 1 · curl

curl -X POST https://x402.agentutility.ai/text-classify \
  -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 text-classify directly over HTTP — see above.

MCP server handles payment automatically — your coding agent just calls the tool by name.

METADATA

tags: wordminttext-classificationzero-shot-classificationnlpmulti-labelintent-detectionmistralclassifier
methods: POST
cluster: wordmint
price: $0.005 USDC per call

ADJACENT — other endpoints in wordmint

endpoint	description	price
card-resolve	Card resolver / graded card string normalizer / free-form card text to canonical card object.	$0.005
detect-language	Language detector / language identification.	$0.005
extract-entities	Named entity recognition (NER) / entity extractor.	$0.005
pii-redact	PII redactor / mask emails phones SSNs IBANs credit cards IPs / GDPR safe text / privacy scrubber.	$0.005
prompt-compress	Prompt compressor / context shrinker / prompt distiller / cost-cutter for long system prompts.	$0.005
retrieval-rerank	Retrieval reranker / RAG reranker / document scoring / top-k filter / cross-encoder substitute.	$0.005
tool-card-generate	Tool card generator / OpenAI function-calling spec / A2A tool-card / agent tool description.	$0.005
translate	AI translator.	$0.005