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Zero Hassle Web Scrapeability Checker - Validate scraper targets before debugging

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ClaudeWave Trust Score
95/100
Verified
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  • Open-source license (MIT)
  • Actively maintained (<30d)
  • Clear description
  • Topics declared
  • Documented (README)
Last scanned: 8/6/2026
Install as a Claude Code subagent
Method: Clone
Terminal
git clone https://github.com/nolindnaidoo/scrape-le && cp scrape-le/*.md ~/.claude/agents/
1. Clone the repository and copy the agent .md definitions into ~/.claude/agents (or .claude/agents inside a project).
2. Start a new Claude Code session to load the agents.
3. Delegate work to them with the Task/Agent tool or by name.
Use cases

Subagents overview

<p align="center">
  <img src="src/assets/images/icon.png" alt="Scrape-LE Logo" width="96" height="96"/>
</p>
<h1 align="center">Scrape-LE: Zero Hassle Scrapeability Checks</h1>
<p align="center">
  <b>Load a URL in headless Chromium and see what will block your scraper — before you write it</b><br/>
  <i>Anti-bot vendors, rate limits, robots.txt rules, login walls, console errors, screenshots</i>
</p>

<p align="center">
  <a href="https://marketplace.visualstudio.com/items?itemName=nolindnaidoo.scrape-le">
    <img src="https://img.shields.io/badge/Install%20from-VS%20Code-blue?style=for-the-badge&logo=visualstudiocode" alt="Install from VS Code Marketplace" />
  </a>
  <a href="https://open-vsx.org/extension/OffensiveEdge/scrape-le">
    <img src="https://img.shields.io/open-vsx/dt/OffensiveEdge/scrape-le?style=for-the-badge&label=Open%20VSX&color=blue" alt="Open VSX downloads" />
  </a>
  <a href="https://www.npmjs.com/package/scrape-le-mcp">
    <img src="https://img.shields.io/npm/v/scrape-le-mcp?style=for-the-badge&label=MCP%20server&color=blue&logo=npm" alt="scrape-le-mcp on npm" />
  </a>
  <a href="https://letools.dev">
    <img src="https://img.shields.io/badge/LE%20Tools-letools.dev-blue?style=for-the-badge" alt="LE Tools" />
  </a>
</p>

---

<p align="center">
  <img src="src/assets/images/demo.gif" alt="Scrapeability Check Demo" style="max-width: 100%; height: auto;" />
</p>

> **Useful?** A star or rating is how other developers find it —
> [★ GitHub](https://github.com/nolindnaidoo/scrape-le) ·
> [★ Marketplace](https://marketplace.visualstudio.com/items?itemName=nolindnaidoo.scrape-le&ssr=false#review-details) ·
> [★ Open VSX](https://open-vsx.org/extension/OffensiveEdge/scrape-le/reviews)

## What it does

Run `Scrape-LE: Check URL Scrapeability` (`Ctrl+Alt+S` / `Cmd+Alt+S`), enter a URL, and the page loads in a real headless Chromium. The report lands in the output channel: HTTP status, page title, load time, console errors, a full-page screenshot, and four detections. Works in VS Code and VS Code–based editors like Cursor and VSCodium (installable from Open VSX).

One-time setup: run `Scrape-LE: Setup Browser` to install Chromium (~130MB, into Playwright's browser cache).

## Use it from an AI agent

The same engine runs as an [MCP](https://modelcontextprotocol.io) server, so an agent can call it directly instead of you running a command.

| Editor | How |
|---|---|
| **VS Code** 1.101+ | Nothing to install — the extension registers `analyze_robots_txt` with agent mode |
| **Zed** | [Scrape-LE](https://github.com/zed-industries/extensions/pull/7086) — *pending review* |
| **Claude Code** | `claude mcp add scrape-le -- npx -y scrape-le-mcp` |
| **Cursor, Windsurf, anything else** | point it at `npx scrape-le-mcp` |

```
analyze_robots_txt(content, path, maxResults?)
```

Given robots.txt contents and a path, reports whether the generic (`User-agent: *`) rules permit crawling it, plus the crawl delay, disallowed patterns and any sitemaps.

The server takes content and returns data — it reads no files and makes no network requests of its own. Published as [`scrape-le-mcp`](https://www.npmjs.com/package/scrape-le-mcp) on npm and as `io.github.nolindnaidoo/scrape-le` in the [MCP registry](https://registry.modelcontextprotocol.io).

<details>
<summary><b>Configuring it by hand</b> — any host with an MCP config file</summary>

Most hosts read a JSON config. Add one entry:

```json
{
  "mcpServers": {
    "scrape-le": {
      "command": "npx",
      "args": ["-y", "scrape-le-mcp"]
    }
  }
}
```

`-y` skips the install prompt on first run. Pin a version if you would rather not track releases — `scrape-le-mcp@2.2.1`.

Prefer not to go through `npx` on every launch? Install it once and point at the binary instead:

```bash
npm install -g scrape-le-mcp
```

```json
{
  "mcpServers": {
    "scrape-le": { "command": "scrape-le-mcp" }
  }
}
```

It speaks MCP over stdio and needs no environment variables, no API key and no configuration of its own. To check it before wiring it into anything:

```bash
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | npx -y scrape-le-mcp
```

That prints the tool list and exits — if you see `analyze_robots_txt`, the server works.

</details>

## Detections

| Detection | How it works |
|---|---|
| Anti-bot vendors | Response headers, script sources, DOM elements, and window globals fingerprint Cloudflare (incl. Turnstile challenges), reCAPTCHA, hCaptcha, DataDome, and PerimeterX |
| Rate limiting | `X-RateLimit-*` / `RateLimit-*` / `Retry-After` response headers, plus HTTP 429 |
| robots.txt | Fetches `<origin>/robots.txt` and evaluates the `User-agent: *` rules against your URL with RFC 9309 semantics — grouped agents, `Allow`/`Disallow` longest-match, `*` wildcards, `$` anchors, crawl-delay, sitemaps |
| Authentication | HTTP 401/403, login forms (password + username fields), auth keywords in page text, auth path segments in the final URL |

Honest limitations: signatures are best-effort fingerprints of public integration patterns — a detected widget means the page *can* challenge you, not that it will, and a clean result is not proof a site allows scraping. Agent-specific robots.txt groups are ignored (only the `*` rules are reported). Pages get up to 5 seconds to go network-idle after load, so content rendered later than that can be missed by the page-level detections.

## Commands

| Command | Description |
|---|---|
| `Scrape-LE: Check URL Scrapeability` (`Ctrl+Alt+S` / `Cmd+Alt+S`) | Prompt for a URL and run the full check |
| `Scrape-LE: Check Selected URL` | Run the check on the URL in the current selection (also in the right-click menu) |
| `Scrape-LE: Setup Browser` | Install or verify the Chromium browser |
| `Scrape-LE: Open Settings` | Open Scrape-LE settings |
| `Scrape-LE: Help & Troubleshooting` | Built-in documentation |

## Settings

| Setting | Default | Description |
|---|---|---|
| `scrape-le.browser.timeout` | `30000` | Page-load timeout in ms (5000–120000) |
| `scrape-le.browser.viewport.width` | `1280` | Viewport width |
| `scrape-le.browser.viewport.height` | `720` | Viewport height |
| `scrape-le.browser.userAgent` | `""` | Custom User-Agent (empty = Chromium default) |
| `scrape-le.retry.userAgents` | `false` | On a blocked or failed check, retry under common User-Agents and report which worked |
| `scrape-le.screenshot.enabled` | `true` | Save a full-page screenshot per check |
| `scrape-le.screenshot.path` | `.vscode/scrape-le` | Screenshot directory (workspace-relative or absolute) |
| `scrape-le.screenshot.format` | `png` | `png` or `jpeg` |
| `scrape-le.screenshot.quality` | `90` | JPEG quality 0–100 (ignored for png) |
| `scrape-le.checkConsoleErrors` | `true` | Capture console and page errors while loading |
| `scrape-le.detections.antiBot` | `true` | Anti-bot vendor detection |
| `scrape-le.detections.rateLimit` | `true` | Rate-limit detection |
| `scrape-le.detections.robotsTxt` | `true` | robots.txt fetch + evaluation |
| `scrape-le.detections.authentication` | `true` | Authentication-wall detection |
| `scrape-le.notificationsLevel` | `important` | `all` = every notification, `important` = warnings + errors, `silent` = errors only |
| `scrape-le.statusBar.enabled` | `true` | Show the status bar item |

## Languages

Twelve languages besides English:

German · Spanish · French · Indonesian · Italian · Japanese · Korean ·
Portuguese (Brazil) · Russian · Ukrainian · Vietnamese · Chinese (Simplified)

Both halves are covered — the manifest (command titles, setting names and
descriptions) and everything shown while the extension runs (notifications,
the status bar, quick-picks and prompts). The extension follows VS Code's
display language, so it matches whatever the editor is already set to; no
setting of its own.

## Privacy & security

- **Network access is the feature, and it is scoped.** A check talks to exactly two things: the URL you enter (loaded in headless Chromium, which fetches that page's own resources like any browser) and that origin's `/robots.txt`. Nothing is sent anywhere else — no telemetry, no analytics.
- **Screenshots stay local**, written to the configured path inside your workspace.
- **The MCP server makes no network request at all** — unlike the extension, deliberately. `fetchRobotsTxt` builds a URL from an arbitrary origin, which inside an agent loop is an SSRF primitive: the caller supplying the URL is the model, not you. The server analyses robots.txt content you already fetched, and a test asserts no tool accepts a `url` argument.
- Error notifications redact home directories and credential-shaped fragments.
- Respect the sites you check: a scrapeability report is information, not permission.

## Development

```bash
bun install
bun run build            # esbuild bundle -> dist/extension.js
bun run typecheck        # tsc --noEmit (includes tests)
bun run test             # vitest unit suite
bun run test:integration # real VS Code extension host
bun run lint             # biome
bun run package          # VSIX into release/
```

Architecture and conventions live in [AGENTS.md](AGENTS.md). Changes are tracked in [CHANGELOG.md](CHANGELOG.md).

## Performance

<!-- performance:start -->
| Input | Size | Found | Time | Rate | Scan speed |
| --- | --- | --- | --- | --- | --- |
| Header signature scan | 2.83 MB | 20,000 | 5.19 ms | 3,852,946/sec | 544.6 MB/s |
| robots.txt path match | 3.32 MB | 60,000 | 9.64 ms | 6,223,689/sec | 344.3 MB/s |

Median of 7 runs after warmup, on Apple M5 Pro, 24 GB RAM, Node 24.3.0. Inputs are generated
by `scripts/benchmark.ts` rather than checked in, so the sizes above are
exactly what was measured. Reproduce with `bun run benchmark`.

These are machine-specific and are not asserted in CI — a benchmark that gates
a build only tells you how busy the runner was.
<!-- performance:end -->

## Testing

<!-- coverage:start -->
| Metric | Coverage |
| --- | --- |
| Statements | 92.9
antibotautomationcaptchacloudflaredeveloper-toolsplaywrightreachabilityscraperscreenshottestingtypescriptvscode-extensionweb-scrapingzero-hassle

What people ask about scrape-le

What is nolindnaidoo/scrape-le?

+

nolindnaidoo/scrape-le is subagents for the Claude AI ecosystem. Zero Hassle Web Scrapeability Checker - Validate scraper targets before debugging It has 1 GitHub stars and its last recorded update is dated 2026-08-05.

How do I install scrape-le?

+

You can install scrape-le by cloning the repository (https://github.com/nolindnaidoo/scrape-le) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is nolindnaidoo/scrape-le safe to use?

+

Our security agent has analyzed nolindnaidoo/scrape-le and assigned a Trust Score of 95/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains nolindnaidoo/scrape-le?

+

nolindnaidoo/scrape-le is maintained by nolindnaidoo. The last recorded GitHub activity is dated 2026-08-05, with 0 open issues.

Are there alternatives to scrape-le?

+

Yes. On ClaudeWave you can browse similar subagents at /categories/agents, sorted by popularity or recent activity.

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