AgentDiet Web Distiller with BM25 Budget Control

AgentDiet Web Distiller with BM25 Budget Control is a paid API for AI agents from agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-23).

Fetches and distills a URL or raw HTML into clean Markdown, structured JSON, skeleton outline, or a BM25-ranked token-budget excerpt, returning compression metrics.

Price / call$0.001

Seller volume →—

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://agentdiet.dev/v1/paywall-clean-extract)

Output

Returns a JSON object with a 'data' field containing the distilled content (Markdown string, structured JSON, skeleton outline, or BM25 excerpt depending on mode), an 'roi_proof' object showing raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, roi_multiplier, and llm_cost_saved_usd, a 'cache' object indicating HIT/MISS, and a 'billing' object with fee_charged_usd.

Example use cases

Compress docs page for LLM context

“Grab the content from https://docs.openai.com/api-reference and distill it into markdown with a 1500 token budget, focused on the query 'function calling' — I want to pass just the relevant parts to my model.”

Extract structured data from product page

“Take this URL https://example.com/pricing and distill it in structured mode so I get all the pricing tables and metadata as clean JSON without any nav bars or ads.”

Build a skeleton outline of a long article

“Distill https://www.nytimes.com/2024/01/01/technology/ai-agents.html into a skeleton outline so I can see the document structure and headings before deciding which sections to read in full.”

Technical details

Endpoint

POSThttps://agentdiet.dev/v1/paywall-clean-extract?utm_source=zero.xyz

When to prefer

Choose this endpoint when you need to feed web content to an LLM but want to minimize token consumption and cost — especially when the page is noisy, long, or paywalled. The BM25 budget mode is uniquely suited for query-focused extraction with a hard token ceiling, which generic scrapers don't offer. Prefer it over raw fetch+parse when compression ratio and cost savings are important, or when you need structured JSON tables and metadata extracted automatically rather than raw HTML.

Side effects

URL unreachable or returns non-200 — endpoint may return an error status
Paywalled content not accessible — distilled output may be partial or empty
Token budget too low for meaningful extraction (max_tokens < 20) — rejected by schema validation
Invalid mode enum value — request rejected
HTML payload too large — may time out or truncate
BM25 query missing when mode=budget — may fall back to full distillation
Payment failure via x402 — request blocked before processing

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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