Skip to content
clusters: prooflayer · edgemarket · edgefinance · synthforge · mediakit · wordmint · webprobe · locale · comppoint · rollforge · bestiary · statline · matchpoint · retail · agentops · browserworkflow · modelrouter · compose
$ man ticket-cluster

/ticket-cluster

agentutility / wordmint / ticket-cluster
PRICE / CALL
$0.02
USDC · base mainnet · scheme: exact
METHOD
POST
CLUSTER
wordmint
CATEGORY
uncategorized
STATUS
live
NAME
ticket-cluster groups a batch of raw support tickets into themed clusters so you can see what's actually driving volume without reading every ticket by…
SYNOPSIS
POST https://x402.agentutility.ai/ticket-cluster
     Content-Type: application/json
     X-PAYMENT:    <signed-transferWithAuthorization>

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

Groups a batch of raw support tickets into themed clusters so you can see what's actually driving volume without reading every ticket by hand. Send an array of ticket texts and get back labeled clusters, each with a ticket count, the original ticket_indexes it covers, and a representative sample, built for ticket clustering, support theme grouping, and ticket triage at queue scale. Grounded strictly on the ticket text you send, up to 200 tickets per call. This is read-only analysis; redact customer PII from ticket text before sending it. Use it as a ticket clustering API, support theme grouping tool, ticket triage assistant, or issue clustering endpoint for high-volume support queues.

INPUTrequest schema
propertytypedescriptionreq?
ticketsarray1-200 support ticket texts (strings) to cluster by theme. Each ticket max 2,000 chars.required
max_clustersnumberMaximum number of clusters to return. Default 8, max 30.optional
OUTPUTresponse shape
fieldtypedescription
ticket_countstring
cluster_countstring
clustersstring
modelstring
sourcestring
EXAMPLEStwo ways to call
EXAMPLE 1 · curl
curl -X POST https://x402.agentutility.ai/ticket-cluster \
  -H 'Content-Type: application/json' \
  -d '{ }'
first response = 402 Payment Required with payment requirements; sign + retry with X-PAYMENT.
EXAMPLE 2 · mcp
# Install the MCP package for this endpoint's cluster
npx -y @agentutility/mcp-<cluster>

# Required: EVM private key with USDC on Base
export X402_PRIVATE_KEY=0x...

# Then call the ticket-cluster tool from your MCP-aware agent.
MCP server handles payment automatically — your coding agent just calls the tool by name.
METADATA
tags
wordmintticketclusterticket-cluster
methods
POST
cluster
wordmint
price
$0.02 USDC per call
ADJACENTother endpoints in wordmint
endpointdescriptionprice
alt-text-generatorTurns a public image URL into ready-to-use text: concise alt text for screen readers, a natural-language description, OCR text pulled fro…$0.02
classifySort text into categories you define on the spot, no training run required.$0.02
classify-textSorts a piece of text into categories you define on the fly, no training or fixed label set required.$0.02
describe-imageDescribes images with a vision LLM across five modes: describe, alt_text (accessibility, <=125 chars), OCR (extract visible text), tags (…$0.02
detect-piiDetects PII in text: emails, phones, SSNs, credit cards, addresses, names, IPs, and API tokens.$0.02
email-draftWrites emails with AI: subject, body, salutation, and sign-off.$0.02
extractPull structured entities out of raw text instead of hand-parsing it yourself.$0.02
image-describeGet a vision model's read on an image: a description, alt text, extracted text, tags, or a caption.$0.02
SEE ALSO
agentutility · wordmint · x402 · mcp · llms.txt · registry.json · bazaar.x402.org