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Web URL Context Distiller
Web URL Context Distiller 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 and compresses it into compact, agent-ready tokens using markdown, structured, skeleton, or BM25 budget extraction modes
Price / call$0.001
Success—
StatusUnknown
How this service works
Distill a web URL into compact agent-ready tokens (Live x402 v2, IETF MPP & MCP endpoint at https://x402broker.com/v1/context-bloat-eliminator)
Output
Returns a JSON object containing the distilled content (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-filtered excerpt depending on mode), a compression ROI proof showing raw vs distilled token counts, compression ratio, estimated LLM cost saved, and optional cache hit/miss status and billing info.
Example use cases
Compress docs page for RAG pipeline
“Distill https://docs.anthropic.com/en/api/getting-started into structured markdown under 600 tokens — I need to feed it into my RAG pipeline without blowing my context window.”
Extract skeleton outline of a long article
“Can you pull https://en.wikipedia.org/wiki/Transformer_(deep_learning_architecture) and give me just the skeleton outline so I can see the high-level structure without all the content?”
Budget-mode focus query on pricing page
“Fetch https://openai.com/pricing and extract only the parts relevant to 'GPT-4o token costs', keeping it to a max of 400 tokens using budget mode.”
Technical details
Endpoint
GEThttps://x402broker.com/v1/context-bloat-eliminator?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed webpage content into an LLM context window but want to minimize token consumption — especially useful for documentation pages, news articles, or research pages where raw HTML is bloated. Prefer over generic scrapers when you need BM25-focused budget extraction, structured JSON tables, or skeleton outlines rather than raw text. Best suited for single-URL distillation with tight token budgets in agentic pipelines.
Side effects
- Invalid or unreachable URL returns an error status
- Token ceiling too low to produce meaningful output (max_tokens below minimum of 20)
- BM25 query provided without mode=budget may be ignored
- Paywalled or JavaScript-heavy pages may yield partial or empty distillation
- x402 payment failure results in 402 response before content is returned
- Rate limiting or network timeouts on the target URL
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlrequired | string | Target webpage URL to distill (or builtin://stripe-docs) |
| mode | string | Extraction mode: markdown, structured, skeleton, or budget |
| query | string | BM25 focus query when mode=budget |
| max_tokens | integer | Strict token 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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