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README.md

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<em>Coherent browser profiles, persistent sessions, resource routing, and Patchright-powered stealth for data collection that needs realistic browser behavior. Ships an MCP server so Claude, Codex, and any MCP agent can fetch live pages as plain text instead of raw HTML.</em>
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</p>
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WebSkrap does not include CAPTCHA solving, login-wall bypassing, credential bypassing, or access-control circumvention. Use it only on targets you are allowed to access.
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Documentation: [https://kacigaya.github.io/webskrap/](https://kacigaya.github.io/webskrap/)
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## Install

web/content/index.md

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Async-first Python scraping on Playwright that also works as a web tool for LLMs and agents. You get coherent browser profiles, persistent sessions, resource routing, and Patchright-powered stealth. The MCP server runs that same stealth path, so agents get live pages back as plain text instead of raw HTML.
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> **⚠ Usage boundary** — WebSkrap does not include CAPTCHA solving, login-wall bypassing, credential bypassing, or access-control circumvention. Use it only on targets you are allowed to access.
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## Install
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```bash

web/content/user-guide/humanizer.md

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modifiers=["Shift"],
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)
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```
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## Boundaries
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Humanized clicks do not solve CAPTCHAs, bypass login walls, evade access
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controls, or grant permission to scrape restricted targets. Use them only on
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sites and workflows you are allowed to access.

web/content/user-guide/mcp.md

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"webrtc_ip_handling_policy": "disable_non_proxied_udp"
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}
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```
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The MCP server does not solve CAPTCHA challenges, bypass login walls, bypass
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credential checks, or circumvent access controls.

web/content/user-guide/stealth.md

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JavaScript fingerprint patches; it relies on real browser behavior, persistent
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contexts, and coherent profile settings instead.
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> **⚠ Boundary** — WebSkrap does not solve CAPTCHA challenges, bypass login walls, bypass credential checks, or circumvent access controls.
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## Patchright
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Use Patchright for CDP-aware detection surfaces. `pip install webskrap` includes

web/src/app/docs/benchmarks/page.tsx

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stock: "FAIL",
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cloak: "PASS",
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webskrap: "PASS",
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notes: "Public demo renders the challenge surface; WebSkrap does not solve it",
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notes: "Public demo renders the challenge surface",
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},
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{
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service: "FingerprintJS bot detection",

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