One unified API. Every piece of web context your AI agents need.
Scrape any dynamic URL to clean Markdown, crawl entire domains, extract structured schemas with AI, and hydrate typed brand intelligence in a single HTTP request.
Paste directly into Cursor, Windsurf, or LangChain to auto-provision your credentials.
# Linear — Purpose-Built Product Development Linear helps teams build, plan, and ship modern software with exceptional velocity and precision. ## Key Capabilities - **Cycles & Sprints**: Automatic tracking of project cadence with zero friction. - **Project Roadmaps**: Connect day-to-day issue tickets to high-level strategic company objectives. - **Triage & Customer Support**: Ingest customer feedback directly from Slack, Zendesk, and Intercom. - **Git Sync**: Bi-directional integration with GitHub, GitLab, and branch automation. ### Performance Benchmarks - Offline-first architecture with <50ms sync latency. - Global keyboard command menu (⌘K).
Powering production AI pipelines & agents at leading teams
Stop babysitting scrapers. Start shipping intelligence.
Why leading AI engineering teams migrate away from self-hosted headless scrapers to SchemaFlow.
In-House Scraping
High Maintenance & Fragile
Feeding agents knowledge frozen at the LLM training cutoff
Building internal headless Puppeteer/Playwright scraper clusters
Wasting 80% of model context windows on messy HTML tags and tracking scripts
Gluing together 4 different vendors for scrapers, logos, and firmographics
Writing fragile regex and CSS selectors that break when sites update
The SchemaFlow Layer
Autonomous & Managed
Pull live web content and real-time DOM changes the instant an agent reasons
Call a single REST API that auto-escalates proxies and handles JS rendering
Receive clean, token-efficient GitHub Flavored Markdown by default
Unified API key covers scraping, full crawls, brand profiles, and logo CDNs
Pass a Zod or JSON Schema and let multimodal AI extract typed data reliably
Do it yourself in the console, or let your AI agent do the whole thing.
Engineered for developers who like dashboards, and coding agents that do the work for you.
Do it yourself
Standard developer self-serve onboarding. Start testing in 2 minutes without speaking to sales.
- 1Sign up and get 500 test credits instantly.
- 2Copy your private key from the API keys manager.
- 3Run
npm i @schemaflow/sdkand ship.
Let your AI agent do it
Paste one line into Cursor, Copilot Workspace, or Cline. Your agent provisions your account and writes the client integration.
Signup for an account & get API key with schemaflow.tech/auth.md, then follow docs.schemaflow.tech/agent-quickstart to integrate into the codebase
The APIs powering your next AI breakthrough
From web scraping to deep brand intelligence under one production key.
Strip noise, ads, and markup. Keep 100% of the reasoning content.
Converts client-side React/Vue SPAs and complex documentation into structured GitHub Flavored Markdown. PDFs, DOCX, and tables are parsed automatically into clean text.
// Single GET request returns LLM-ready markdown
const { markdown, tokenCount } = await schemaflow.web.scrape({
url: "https://stripe.com/pricing",
format: "markdown"
});# Stripe Pricing Architecture Integrated suite of payments products. Simple, predictable pricing. ## Card Processing - 2.9% + 30¢ per successful card charge - International cards: +1.5% - Currency conversion: +1% ## Billing & Subscriptions - 0.7% on recurring billing volume
Calculate how many LLM tokens you save by ditching raw HTML.
Raw HTML wastes your model’s context window on cookie notices, CSS classes, SVG paths, and tracking scripts. SchemaFlow’s Markdown reduces token load by ~83% while preserving 100% of the reasoning content.
4.00B tokens
~80,000 tokens/page
0.70B tokens
~14,000 tokens/page
Net Tokens Saved
3300.0M Tokens (83%)
Est. Model API Savings
~$9,900 /mo
*Based on average frontier LLM input pricing ($3/1M tokens) comparing raw HTML DOM to structured GitHub Markdown.
Start scraping in three lines of code.
Official, type-safe SDKs for modern runtimes with full TypeScript intellisense, retries, and async streaming.
import { SchemaFlow } from '@schemaflow/sdk';
const client = new SchemaFlow({
apiKey: process.env.SCHEMAFLOW_API_KEY
});
// Convert any dynamic, JS-rendered URL into LLM-optimized Markdown
const { markdown, metadata } = await client.web.scrapeMarkdown({
url: 'https://linear.app/features',
waitForSelector: '[data-content]',
includeImages: true,
bypassAntiBot: true // Automated stealth residential escalation
});
console.log('Token count:', metadata.tokenCount);
console.log(markdown);Teams ship brand-powered features in days instead of quarters.
See how developers rely on SchemaFlow to automate scraping pipelines and enrich their applications.
“SchemaFlow allowed us to power our automated repo-to-docs generation pipeline with zero scraper babysitting. It just works.”
Nick Khami
Engineering Manager, Mintlify
“We switched from Firecrawl to SchemaFlow and immediately saw our crawl success rate jump to 99.8%. The migration took less than an afternoon.”
Bhanu Teja
Founder, SiteGPT
“Parsing complex research papers and tables used to break our scrapers weekly. SchemaFlow's document ingestion turned it into a single clean REST call.”
Alex Morgan
Head of AI Infrastructure, Sourcely
Ready to give your AI agents live web context?
Integrate in 10 minutes. The same API powering agents at Mintlify, daily.dev, and Propane AI. No credit card required.