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Web URL Distiller & Context Bloat Eliminator
Web URL Distiller & Context Bloat Eliminator is a paid API for AI agents from shopify-spy.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches and compresses a webpage URL or raw HTML into compact, agent-ready tokens using multiple distillation modes including BM25 budget-controlled excerpting
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://shopify-spy.agentdiet.dev/v1/context-bloat-eliminator)
Output
Returns a JSON object containing the distilled content (markdown, structured JSON tables/metadata, skeleton outline, or BM25-ranked budget excerpt), an ROI proof object showing raw vs distilled token counts, compression ratio, tokens saved, and estimated LLM cost saved in USD, plus optional cache hit/miss metadata and billing details.
Example use cases
Stripe docs for coding agent
“Fetch and distill https://stripe.com/docs/api into structured mode so I can read the key tables and metadata without blowing my context window.”
BM25 budget excerpt for research
“Distill https://openai.com/research/gpt-4 using budget mode with the query 'multimodal capabilities' and cap it at 500 tokens — I only want the most relevant excerpts.”
Skeleton outline of competitor page
“Give me a skeleton outline of https://www.anthropic.com/product so I can quickly see the page structure and headings without all the body content.”
Technical details
Endpoint
GEThttps://shopify-spy.agentdiet.dev/v1/context-bloat-eliminator?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to reduce token consumption before passing web content to an LLM, especially when working with long documentation pages, blog posts, or HTML-heavy sites. The BM25 budget mode is ideal when you have a specific query and a hard token ceiling. Prefer this over raw URL fetching whenever LLM cost or context window size is a constraint.
Side effects
- Invalid or unreachable URL returns an error status
- URL fetch timeout for slow or blocked pages
- mode=budget without a query parameter may produce suboptimal results
- max_tokens set too low may truncate critical content
- Raw HTML too large may exceed processing limits
- x402 payment failure if agent lacks sufficient USDC balance
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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