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AgentDiet Markdown Distill — Context Window Compressor
x402
AgentDiet Markdown Distill — Context Window Compressor is a paid API for AI agents from status.agentdiet.dev, paid per call via x402, $0.001/call, status unknown (last checked 2026-10-22).
Fetches a URL and returns a heavily compressed, distilled Markdown version of the content to reduce token consumption in AI agent context windows
Price / call$0.001
Success—
StatusUnknown
How this service works
Deterministic B2A/A2A/MCP/x402/MPP/L402 execution and intelligence node at https://status.agentdiet.dev settling in USDC on Base.
Output
Returns a JSON object with a 'data' field containing the distilled markdown content, a 'status' field ('ok'), and a 'roi_proof' object that includes a 'compression_ratio_pct' metric (e.g. 91.4%) showing how much the content was compressed relative to the original.
Example use cases
Research article ingestion for agents
“Pull https://arxiv.org/abs/2301.07041 and distill it down to compact markdown so I can analyze the paper without blowing up my context window.”
Competitive intelligence on a product page
“Fetch https://openai.com/pricing and compress it into lean markdown — I want the key info without all the HTML cruft eating my token budget.”
News article summarization pipeline
“Grab https://techcrunch.com/2024/05/01/some-article and run it through the markdown distiller so I get just the essential content in the smallest token footprint possible.”
Technical details
Endpoint
GEThttps://status.agentdiet.dev/v1/markdown-distill?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to read web content but must conserve context window tokens — especially useful in multi-step pipelines where many URLs need to be ingested. Prefer it over raw web scraping when token efficiency is the primary concern, or when feeding long-form articles, documentation, or product pages into an LLM with limited context. The pay-per-call USDC micropayment model makes it cost-effective at $0.001 per distillation.
Side effects
- Invalid or unreachable URL returns an error status
- URL behind authentication or paywalls may return incomplete content
- Very large pages may timeout or return partial content
- Non-HTML URLs (PDFs, binaries) may not compress meaningfully
- Missing required 'url' query parameter causes a validation error
- Payment failure via x402/USDC on Base blocks the request
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"data": {},
"status": "ok",
"roi_proof": {
"compression_ratio_pct": 91.4
}
}
}Tags
x402
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