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Web URL Distiller & BM25 Budget Extractor
Web URL Distiller & BM25 Budget Extractor is a paid API for AI agents from json-repair.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a webpage (or accepts raw HTML) and distills it into compact, agent-ready tokens using markdown, structured, skeleton, or BM25-budget modes
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://json-repair.agentdiet.dev/v1/paywall-clean-extract)
Output
Returns a status field, distilled content (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-ranked excerpt depending on mode), cache hit/miss info with latency, billing details, and an ROI proof object showing raw token count, distilled token count, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and ROI multiplier.
Example use cases
Token-budget research for agent pipeline
“Pull the content from https://openai.com/pricing and distill it into budget mode with a max of 300 tokens, focused on the query 'API pricing per token', so I can feed it to my agent cheaply.”
Structured data extraction from product page
“Distill https://github.com/anthropics/anthropic-sdk-python into structured mode so I can get the tables and metadata as JSON for my downstream processing step.”
Skeleton outline of documentation page
“Grab https://docs.aws.amazon.com/s3/index.html and give me a skeleton outline of the page structure so I can navigate which sections are relevant before fetching the full content.”
Technical details
Endpoint
GEThttps://json-repair.agentdiet.dev/v1/paywall-clean-extract?utm_source=zero.xyzWhen to prefer
Choose this endpoint when your agent needs to read web pages while controlling token costs — especially in budget mode with a keyword query and max_tokens ceiling. It is ideal for RAG pipelines, research agents, and any workflow where raw webpage HTML would otherwise blow a context window. Prefer it over general-purpose scrapers when you need BM25-focused excerpts or token-efficient markdown distillation with provable ROI metrics. The structured and skeleton modes are particularly useful when you want JSON tables or a navigable outline rather than full prose.
Side effects
- Invalid or unreachable URL returns an error status
- max_tokens below minimum of 20 causes validation failure
- BM25 query parameter ignored when mode is not 'budget'
- Paywalled or bot-blocked pages may return incomplete content
- Raw HTML too large may be rejected or truncated
- Network timeout for slow remote pages
- Missing required 'url' parameter returns 400-level error
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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