x402broker.com Token Optimizer (AgentDiet HTML Distillation)

x402

x402broker.com Token Optimizer (AgentDiet HTML Distillation) is a paid API for AI agents from x402broker.com, paid per call via x402 or MPP, $0.001/call, status unknown (last checked 2026-10-20).

Strips 85-97% of HTML token bloat from a given URL, returning a semantically distilled, token-efficient version of the page content

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://x402broker.com/v1/token-optimizer)

Output

A semantically distilled, token-efficient version of the target webpage, with 85-97% of HTML boilerplate, ads, navigation, and structural noise removed, leaving only the core textual content. Likely returned as cleaned markdown or plain text suitable for direct ingestion into an LLM context window.

Example use cases

Preprocess news article for LLM summarization

“Grab https://www.nytimes.com/2024/01/15/tech/ai-article.html and strip out all the ads, nav menus, and HTML junk — just give me the core article text so I can summarize it without wasting tokens.”

Compress documentation page for agent RAG pipeline

“I need to index https://docs.langchain.com/docs/concepts into my RAG system, but the raw HTML is way too bloated — can you distill it down to just the meaningful content?”

Token-efficient web research for product comparison

“Pull the product page at https://www.amazon.com/dp/B09XYZ123 and give me a token-optimized version of the content — I want to compare it with other products without hitting context limits.”

Technical details

Endpoint

GEThttps://x402broker.com/v1/token-optimizer?utm_source=zero.xyz

When to prefer

Choose this endpoint when you need to pass web page content to an LLM and want to minimize token consumption and cost — especially when raw HTML would be too large or noisy for a context window. Ideal for agent pipelines doing web research, RAG ingestion, or content summarization where token efficiency is critical. Prefer over generic scrapers when semantic preservation (not just raw text) is important.

Side effects

URL is unreachable or returns a non-200 status — endpoint may error or return empty content
JavaScript-heavy SPAs may not render fully, resulting in incomplete distillation
Paywalled or auth-gated pages return only login prompts rather than content
Very large pages may time out or return partial results
Malformed or missing 'url' query parameter causes a 400-level error
Payment not fulfilled via x402 protocol results in 402 Payment Required response

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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