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ScaleDown for Agents: compress, summarize, extract, classify

Small language models that each do one job: compress long context, summarize, pull structured data out of text, and sort text into categories you define. A fraction of a general-purpose model's cost, and faster. Prepaid credits bought over a payment rail; no account, no API key.

GET

/

Public
Agent discovery index.
GET

/.well-known/agent-card.json

Public
Agent-to-agent card.
GET

/.well-known/mpp.json

Public
Machine Payments Protocol discovery document.
GET

/.well-known/x402

Public
x402 paid-resource listing.
GET

/credits

API key
Read the prepaid balance behind X-Operator-Token.
GET

/health

Public
Liveness probe.
GET

/llms.txt

Public
Agent-readable documentation.
GET

/skill.md

Public
Agent skill manifest.
POST

/classify

API key
Sort text into categories you define: write a yes/no question describing each category, and get back a score for every one plus the winning label, with nothing to train and no example data to collect. Metered at $0.05 per 1M tokens, flat, with no tiers.
POST

/compress

API key
Strip the padding out of a long context before another model has to read it: send the context together with the question it exists to answer, and get back a much shorter version that keeps whatever bears on that question. Metered at $0.05 per 1M tokens, flat, with no tiers.
POST

/credits

Dynamic
Purchase credits: whole-dollar top-ups (optional `usd` 1-50, default 5). Crypto rails (Tempo, Solana, x402 Base) settle FLAT from $1 with no fee. Card/Link is $5 multiples and adds a $0.20 service fee per $5 ($5 bills $5.20, $10 bills $10.40); the fee is a fee, so the credit is the same either way. $1 credits 20,000,000 tokens.
POST

/extract

API key
Turn unstructured text into structured data: describe each field you want in plain English, and get back the values found in the text, each with a confidence score and the exact position it came from. Metered at $0.05 per 1M tokens, flat, with no tiers.
POST

/summarize

API key
Condense long text into a short, readable write-up in the model's own words, shaped by an instruction you give it: bullet points, one sentence, a word limit, a language, or a topic to keep to. Metered at $0.05 per 1M tokens, flat, with no tiers.

Install on Your Agent

Add ScaleDown for Agents: compress, summarize, extract, classify skills to any client

npx agentcash add https://agents.scaledown.ai
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