open source · MIT core · x402 pay-per-call

Scrape the web.
Own your API.
Get paid in crypto.

MIT open-source web scraping and browser automation with a 10-tier Cloudflare bypass, stealth browsing, and x402 pay-per-call. Built for data teams and AI agents — no API keys, no credit cards, no SaaS lock-in.

15 data domains42 MCP toolsmulti-chain x402

Read the docs

runs on :8005 · FlareSolverr on :8192 · one command to local

pry — self-hosted scraperlive

pry open https://store.example/product --json

{
  "url": "https://store.example/product",
  "title": "AeroLite Runner — $129",
  "bypass": "flaresolverr",
  "status": 200,
  "took_ms": 1843,
  "markdown": "# AeroLite Runner\n\nUltra-light..."
}

402 Payment Required→paid 0.005 USDC(base) · settled ✓

/v1/scrape0.005 USDC· base/v1/extract0.010 USDC· arbitrum/v1/screenshot0.003 USDC· optimism/v1/crawl0.020 USDC· solana/v1/vision0.010 USDC· base/v1/automate0.05 USDC/min· polygon/v1/scrape0.005 USDC· base/v1/extract0.010 USDC· arbitrum/v1/screenshot0.003 USDC· optimism/v1/crawl0.020 USDC· solana/v1/vision0.010 USDC· base/v1/automate0.05 USDC/min· polygon

Open sourceMIT core, auditable One commanddocker compose up No API keysno credit cards Self-hostedyour data stays yours 13 chainsUSDC · USDT · DAI

Why Pry

A scraper with crypto superpowers.

Self-hosted & MIT

The core engine is MIT open source. Deploy with one command, own your stack end-to-end, and keep your data on your own hardware — no vendor lock-in, no usage tax.

docker compose up
your infra, your data
100+ files MIT

Stealth engine

Camoufox, TLS-fingerprint randomization, and six behavioral JavaScript scripts make automated traffic look human. Escalates from cheap direct requests to a full stealth browser automatically.

Camoufox stealth Firefox
TLS fingerprinting
6 behavioral JS scripts

x402 pay-per-call

Gate any endpoint behind HTTP 402. Agents and users pay per call in USDC, USDT, DAI or native assets across 13 chains — settled on-chain. No subscriptions, no Stripe, no KYC.

13 chains · multi-asset
no account needed
settle on-chain

Capabilities

Everything a serious scraper needs.

compare vs the rest →

10-tier Cloudflare bypass

Direct HTTP → TLS fingerprint → cloudscraper → FlareSolverr → undetected → Camoufox → Playwright → Googlebot, with premium-proxy retry. Falls back until it gets through.

bypassCloudflare: true

LLM-ready markdown

Clean, sanitized markdown output designed to drop straight into your model's context window. Scrape any URL to text in one call.

POST /v1/scrape

JSON-schema + AI extraction

Extract structured data with a JSON Schema, with optional LLM fallback and chunking for long documents. Schema.org / JSON-LD included.

POST /v1/extract

Vision AI

Analyze images with free OpenRouter vision models and automatic 5-model fallback. Ask a question, get an answer about the pixels.

POST /v1/vision

Browser automation + sessions

Step-based automation for login flows and form fills, plus save-and-restore persistent browser sessions across runs.

POST /v1/automate

Watch, diff & monitor

Watch pages for change, diff two snapshots, and schedule cron monitors with webhook + Slack delivery when content shifts.

POST /v1/watch · /v1/diff

PDF / OCR parsing

Parse PDF, DOCX, images (OCR), CSV and JSON into text. Scanned documents included.

POST /v1/parse

CAPTCHA solving

Six CAPTCHA providers with automatic fallback across them — retry until the challenge clears.

POST /v1/auth/captcha

What Pry can do

Fifteen data domains, one API.

From Cloudflare-protected pages to crypto launches to local listings — one self-hosted engine with a pay-per-call layer for agents. Every card ships verified endpoints; an agent-ready x402 + MCP layer (42 tools) sits on top.

pricing →

the money-printer

Sports betting data — flat $0.01/scan.

/v1/local/places/search · /v1/local/reviews/{place_id}

Gov & IP

Gov + IP

Procurement notices, recalls, patents and trademarks — searchable and monitored.

/v1/gov/procurement/search · /v1/ip/patents/search

Agent-ready

x402 pay-per-call + MCP

Expose any domain to AI agents over MCP (42 tools), billed per call in crypto — no account, no KYC.

/v1/x402/* · MCP

Crypto market intelligence

Token launches. CEX signals. Rug checks.

Crypto market intelligence

Token launches, CEX listing/delisting signals, and rug/honeypot security scans with risk scores — for sniper bots, trading agents, and security tooling.

/v1/crypto/token-launches/v1/crypto/cex-listings/v1/crypto/token-security/{chain}/{address}

Agent-ready

Your AI agents already know how to use Pry.

A full MCP server over three transports, a GPT Action manifest, and a SKILL.md — plug Pry into Claude, Cursor, or Hermes in one line.

pry_mcp — model context protocol

spec-compliant

stdio

pry mcp serve — local, zero-config

HTTP

/mcp/messages/{session_id}

SSE

/mcp/sse — streaming events

one-line config

Claudeclaude mcp add pry -- pry mcp serve

Cursor"pry": {"command": "pry", "args": ["mcp", "serve"]}

Hermeshermes mcp connect pry --stdio

GET/v1/ai/mcp-config GET/v1/ai/gpt-manifest

/agent-onboarding/SKILL.md

A ready-made skill file that teaches any agent how to scrape, extract and monitor with Pry — drop it in and go.

teaches scrape / extract / watch
schema examples included
works across MCP clients

GPT Action manifest

Expose Pry as a custom GPT Action for ChatGPT — scrape the web from inside a conversation, priced per call via x402.

competitors have none of this

Turn your API into revenue.

Deploy once. Gate /v1/scrape behind x402. Every agent that calls it pays you — in crypto, settled on-chain.

No subscriptions. No Stripe. No KYC.

Deploy

docker compose up — Pry serves /v1/scrape on your box or ours.

Gate

Wrap /v1/scrape in x402. Every call returns 402 with a price.

Pay

Agents pay per call in USDC on-chain. No account, no signup.

Settle

Facilitator verifies + settles. You receive crypto, instantly.

the x402 handshake

HTTP 402

> POST /v1/scrape
< 402 Payment Required
  x402-version: 1
  accepts: USDC@base, USDC@solana,
           USDT@arbitrum, DAI@polygon

> PAYMENT-SIGNATURE: eyJhbGci...
< 200 OK
  PAYMENT-RESPONSE: settled
    tx=0x7f3a…, block=18234102

Coinbase · PayAI · Cloudflare facilitators, with EIP-7702 self-verify fallback.

pay-per-call rates

USDC · 6 decimals

/v1/scrape
single URL$0.005
/v1/screenshot
full-page$0.003
/v1/extract
structured$0.010
/v1/crawl
multi-page$0.020
/v1/stealth_browser
per minute$0.05

13 chains · USDC / USDT / DAI / native assets.

Compare

Where Pry stands apart.

The honest scoreboard. Full deep-dives on our Crawl4AI, Firecrawl, ScrapingBee and Oxylabs pages.

Capability	pry	Crawl4AI	Firecrawl
Self-hosted	✓MIT core	✓Apache-2.0	✓open source
Stealth engine	✓Camoufox + TLS + 6 JS scripts	△basic browser stealth	✓managed anti-bot
Cloudflare bypass	✓10-tier auto-fallback	△external FlareSolverr	✓built-in
MCP multi-transport	✓stdio + HTTP + SSE	△stdio	△stdio + HTTP
x402 crypto payments	✓pay-per-call, no KYC	✗—	✗—
Price	$0free + pay-per-call	$0free	$free tier → subscription

Code

Three ways in.

Same API whether you curl it, drive it from Python, or hand it to an agent.

bashlocalhost:8005

curl -X POST http://localhost:8005/v1/scrape \
  -H "Content-Type: application/json" \
  -d '{
    "url": "https://example.com",
    "bypassCloudflare": true,
    "formats": ["markdown"]
  }'

pythonlocalhost:8005

# async
from pry_sdk import PryCrawl

pry = PryCrawl("http://localhost:8005")
result = await pry.scrape("https://example.com")
print(result["data"]["markdown"])

# sync
from pry_sdk import PryCrawlSync

pry = PryCrawlSync("http://localhost:8005")
result = pry.scrape("https://example.com")
print(result["data"]["markdown"])

jsonclaude · cursor · hermes

{
  "mcpServers": {
    "pry": {
      "command": "pry",
      "args": ["mcp", "serve"]
    }
  }
}

Pricing

Free to self-host. Crypto to scale.

Start free on your own box. Charge per call with x402. Or let us run it for you.

Self-Hosted

free

$0forever

MIT core. Unlimited requests on your own hardware.

All 15 data domains
42 MCP tools
Full API + CLI + SDK
MCP server (all transports)
Unlimited requests
Your data stays yours
10-tier Cloudflare bypass
Community support

docker compose up

x402 Pay-Per-Call

pay-per-call

$0.002/ request · from

Pay crypto per call. No account, no infra, no KYC.

Scrape from $0.005
Screenshot $0.003
Extract $0.010
Crawl $0.020
Sports odds $0.01/scan
Multi-chain: EVM · Solana · TRON
USDC · USDT · ETH · ARB
Crypto subscriptions (x402 recurring, no KYC)
Agents pay automatically

See the rates

Hosted Subscription

subscription

$49/ mo · from

We run it. Managed stealth, proxies, dashboard, SLA — Free, Pro, Team, Enterprise. Pay in crypto via x402 recurring — no KYC.

Free$0pay-per-call
no monthly cap1 concurrent30 req/min
x402 pay-per-call · basic stealth
Pro$49/mo
50k requests/mo5 concurrent120 req/min
priority stealth · residential proxies · standard support
Team$199/mo
500k requests/mo20 concurrent600 req/min
batch · custom templates · priority support
Enterprisecustomquote
unlimited100 concurrentno rpm cap
SLA · dedicated · unlimited

Pro $49/mo · Team $199/mo · Enterprise custom — no live checkout yet, email us.

Pay with — multi-chain, multi-asset

BaseEthereumArbitrumSolanaTRONUSDCUSDTETHARB

EVM networks live today · Solana & TRON rolling out · no card required

Core is MIT. The stealth / anti-detection module is source-available under BSL 1.1 — free for personal, OSS and 90-day evaluation use; commercial license for production. See the license.

FAQ

Straight answers.

Is scraping legal — and is it ethical?

Scraping publicly available data is generally legal, but you must respect each site's terms of service, robots.txt, copyright, and privacy laws like GDPR/CCPA. Pry ships compliance tooling — consent recording, deletion requests, retention policies and audit logs — so you can build responsibly. Use it for legitimate purposes, keep rate limits civil, and don't hoover up personal data.

How does x402 pay-per-call actually work?

x402 is the HTTP 402 Payment Required standard, native to crypto. When a client hits a gated endpoint, Pry replies 402 with a price and the assets it accepts (USDC, USDT, DAI or native tokens across 13 chains). The client pays on-chain, a facilitator (Coinbase, PayAI or Cloudflare) verifies and settles the payment, and Pry returns your data. No account, no signup, no KYC — the payment itself is the credential.

Self-host vs hosted — which should I choose?

Self-host if you want full control, zero cost, and data that never leaves your infrastructure. Choose the hosted subscription if you'd rather not operate FlareSolverr, browsers, and proxies yourself — we run managed stealth, a residential proxy pool, dashboards and an SLA. The x402 pay-per-call lane sits in the middle: your code, our per-call billing.

Does it really bypass Cloudflare?

Pry uses a 10-tier fallback ladder — direct HTTP with smart headers, TLS fingerprinting, cloudscraper, FlareSolverr, undetected Chrome, Camoufox stealth Firefox, Playwright, Googlebot mimicry, and premium-proxy retry. It works on a large share of protected sites, but no scraper bypasses everything forever; specific sites and detection changes vary. The ladder is designed to try cheaper tiers first and only escalate when blocked.

Is it really free?

The core engine is MIT open source and free to self-host, forever, with unlimited requests. The stealth/anti-detection module is source-available under BSL 1.1 — free for personal use, non-commercial open source, and 90-day evaluation, with a commercial license for production. Hosted tiers are optional. No dark patterns: the free tier is genuinely free.

Something else? Ask in Telegram or @cryptorugmunch.

Own the web. Get paid for it.

One command to a self-hosted scraper your AI agents can use — and pay for — today.

Star on git.rugmunch.io Read the docs

Scrape the web.Own your API.Get paid in crypto.

A scraper with crypto superpowers.

Self-hosted & MIT

Stealth engine

x402 pay-per-call

Everything a serious scraper needs.

10-tier Cloudflare bypass

LLM-ready markdown

JSON-schema + AI extraction

Vision AI

Browser automation + sessions

Watch, diff & monitor

PDF / OCR parsing

CAPTCHA solving

Fifteen data domains, one API.

Sports betting data — flat $0.01/scan.

Web scraping with Cloudflare bypass

Browser automation + screenshots

PDF, OCR & documents

Crypto market intel

Marketplace intel

Legal & public records

Commerce long-tail

Real estate

Jobs (multi-ATS)

Travel

Sports betting

Healthcare

Attention & SEO

Local business

Gov + IP

x402 pay-per-call + MCP

Token launches. CEX signals. Rug checks.

Crypto market intelligence

Your AI agents already know how to use Pry.

pry_mcp — model context protocol

Turn your API into revenue.

Deploy

Gate

Pay

Settle

the x402 handshake

pay-per-call rates

Where Pry stands apart.

Three ways in.

Free to self-host. Crypto to scale.

Self-Hosted

x402 Pay-Per-Call

Hosted Subscription

Run hosted Pry. Skip the ops.

Straight answers.

Own the web. Get paid for it.

Scrape the web.
Own your API.
Get paid in crypto.