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Web URL Distillation to Compact Agent-Ready Tokens
Web URL Distillation to Compact Agent-Ready Tokens is a paid API for AI agents from x402broker.com, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a webpage (or processes raw HTML) and distills it into compact, token-efficient Markdown, structured JSON, outline skeleton, or BM25-focused budget excerpt for AI agent consumption.
Price / call$0.001
Success—
StatusUnknown
How this service works
Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://x402broker.com/v1/paywall-clean-extract)
Output
Returns a status field, distilled content (Markdown text, structured JSON tables/metadata, skeleton outline, or BM25-filtered excerpt depending on mode), ROI proof metrics (raw vs distilled token counts, tokens saved, compression ratio, estimated LLM cost saved), optional cache hit/miss info, and billing details showing the fee charged.
Example use cases
Research article extraction for RAG pipeline
“Pull the content from https://www.wired.com/story/ai-agents-explained and distill it into Markdown mode — I need clean, compact text I can feed into my retrieval pipeline without blowing my token budget.”
Competitor pricing page structured extraction
“Fetch https://openai.com/pricing and return it in structured mode so I get the pricing tiers and feature tables as clean JSON I can compare programmatically.”
Focused doc lookup within token budget
“Distill https://docs.anthropic.com/claude/reference/getting-started-with-the-api in budget mode with the query 'rate limits' and a max of 300 tokens — I just need the rate limit details, nothing else.”
Technical details
Endpoint
GEThttps://x402broker.com/v1/paywall-clean-extract?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to read web content but must stay within a strict token budget — especially for LLM pipelines where context window cost matters. Prefer over generic scrapers when you need built-in BM25 relevance filtering, multi-mode output (Markdown, structured, skeleton, budget), and token savings metrics. Ideal for RAG ingestion, competitor research, documentation lookup, and any workflow that needs clean, boilerplate-free web content at minimal token cost.
Side effects
- Invalid or unreachable URL returns an error status
- Paywalled or bot-blocked pages may return incomplete or empty content
- max_tokens too low for meaningful extraction may truncate all content
- query field required but missing when mode=budget
- Raw HTML too large may hit processing limits
- Payment/402 authentication failure prevents endpoint access
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlrequired | string | Target webpage URL to fetch and distill (or builtin://stripe-docs) |
| html | string | Optional raw HTML string to distill directly without fetching |
| mode | string | Distillation mode |
| query | string | BM25 focus query when mode=budget |
| max_tokens | integer | Strict token budget ceiling when mode=budget |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| datarequired | object | Distilled Markdown, structured JSON tables/metadata, skeleton outline, or BM25 budget excerpt. |
| cache | object | |
| statusrequired | string | Execution status ('ok') |
| billing | object | |
| roi_proofrequired | object |
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