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Precision Web-to-AST Markdown Engine

Sub-150ms clean context extraction for Claude Desktop, Cursor IDE, LangChain, and autonomous AI agents.

Stripe Billing Portal API Reference →
Secret Bearer Token
● Sandbox Active

Pass in Authorization: Bearer header or prefix in URL for sub-150ms extraction.

tm_sandbox_50_lookups_free
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Monthly Allocation Free Sandbox
Upgrade to Builder ($29/mo) →
3 / 50 extractions used 94% remaining
Context Saved: ~4.2M tokens Zero-SDK Prefix: tokenmarkdown.com/https://...
QUICKSTART ONBOARDING
Universal compatibility across AI models, IDEs & workflows
01 Live Single Extraction

Extract clean Markdown and token AST from any URL.

02 Batch URL Dropper

Extract up to 10 URLs concurrently in under 1 second.

03 MCP & IDE Setup

Connect to Cursor, Claude Desktop, LangChain, or cURL.

Endpoint: POST /v1/extract
EXTRACTION PARAMETERS
SAMPLE HIGH-VALUE TARGETS:
EXTRACTION AST OUTPUT
Latency: 142ms Footprint: ~380 tokens
// Ready for extraction. Click "Extract ⚡" to inspect parsed AST and Markdown...
TOKEN ARBITRAGE ECONOMICS

LLM Context Window Cost Arbitrage Calculator

Calculate the exact monthly dollars saved by stripping 98.5% of DOM waste before passing to frontier models.

Monthly Web Extractions: 10,000 extractions / mo
RAW HTML SCRAPING
$750 / mo

Burns ~25,000 tokens per page with 6s latency.

TOKENMARKDOWN AST
$29 / mo

Delivers ~380 clean tokens in 140ms wire speed.

NET MONTHLY SAVINGS
$721 / mo

96.1% reduction in inference + token costs.