x402broker Markdown Distill — HTML-to-Markdown Semantic Distillation

x402

x402broker Markdown Distill — HTML-to-Markdown Semantic 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).

Fetches a URL and strips 85–97% of HTML token bloat, returning clean semantic markdown for LLM consumption

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/markdown-distill)

Output

Returns clean, semantic markdown text representing the core content of the fetched URL, with 85–97% of HTML token bloat removed — including navigation, ads, boilerplate, and structural tags — leaving only meaningful textual content suitable for LLM ingestion.

Example use cases

LLM context window compression

“Grab the page at https://docs.openai.com/api-reference and convert it to stripped-down markdown so I can fit it into my prompt without wasting tokens on HTML tags and boilerplate.”

Agent web research pipeline

“Fetch https://techcrunch.com/2024/01/15/ai-agents-future/ and distill it to clean semantic markdown so my research agent can read just the article content without all the nav menus and ads.”

Automated content ingestion for RAG

“I need to pull in the content from https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany and strip it down to markdown — remove all the HTML noise so I can index just the meaningful text in my vector database.”

Technical details

Endpoint

GEThttps://x402broker.com/v1/markdown-distill?utm_source=zero.xyz

When to prefer

Choose this endpoint when you need to feed webpage content into an LLM and want to minimize token usage by removing HTML structure, navigation, ads, and boilerplate. It is ideal for agent pipelines that need to ingest multiple URLs efficiently, for RAG ingestion workflows, or any scenario where raw HTML would waste significant context window space. Prefer this over raw fetch-and-parse approaches when you want semantic distillation rather than just tag stripping.

Side effects

URL is unreachable or returns a non-200 status — endpoint may return an error or empty content
JavaScript-rendered single-page applications may yield minimal content since the distiller fetches raw HTML
Paywalled or bot-protected pages may return access-denied content rather than the article body
Extremely large pages may hit processing limits or timeout
Invalid or malformed URL input causes request failure

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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