browser-ladder

9
0
Source

Climb the browser ladder — start free, escalate only when needed. L1 (fetch) → L2 (local Playwright) → L3 (BrowserCat) → L4 (Browserless.io for CAPTCHA/bot bypass).

Install

mkdir -p .claude/skills/browser-ladder && curl -L -o skill.zip "https://mcp.directory/api/skills/download/2524" && unzip -o skill.zip -d .claude/skills/browser-ladder && rm skill.zip

Installs to .claude/skills/browser-ladder

About this skill

Browser Ladder 🪜

Climb from free to paid only when you need to.

Quick Setup

Run the setup script after installation:

./skills/browser-ladder/scripts/setup.sh

Or manually add to your .env:

# Optional - only needed for Rungs 3-4
BROWSERCAT_API_KEY=your-key    # Free: https://browsercat.com
BROWSERLESS_TOKEN=your-token   # Paid: https://browserless.io

The Ladder

┌─────────────────────────────────────────────┐
│  🪜 Rung 4: Browserless.io (Cloud Paid)     │
│  • CAPTCHA solving, bot detection bypass    │
│  • Cost: $10+/mo                            │
│  • Requires: BROWSERLESS_TOKEN              │
├─────────────────────────────────────────────┤
│  🪜 Rung 3: BrowserCat (Cloud Free)         │
│  • When local Docker fails                  │
│  • Cost: FREE (limited)                     │
│  • Requires: BROWSERCAT_API_KEY             │
├─────────────────────────────────────────────┤
│  🪜 Rung 2: Playwright Docker (Local)       │
│  • JavaScript rendering, screenshots        │
│  • Cost: FREE (CPU only)                    │
│  • Requires: Docker installed               │
├─────────────────────────────────────────────┤
│  🪜 Rung 1: web_fetch (No browser)          │
│  • Static pages, APIs, simple HTML          │
│  • Cost: FREE                               │
│  • Requires: Nothing                        │
└─────────────────────────────────────────────┘

Start at the bottom. Climb only when needed.

When to Climb

SituationRungWhy
Static HTML, APIs1No JS needed
React/Vue/SPA apps2JS rendering
Docker unavailable3Cloud fallback
CAPTCHA/Cloudflare4Bot bypass needed
OAuth/MFA flows4Complex auth

Decision Flow

Need to access a URL
         │
         ▼
    Static content? ──YES──▶ Rung 1 (web_fetch)
         │ NO
         ▼
    JS rendering only? ──YES──▶ Rung 2 (Playwright Docker)
         │ NO                        │
         │                     Success? ──NO──▶ Rung 3
         ▼                           │ YES
    CAPTCHA/bot detection? ────────────────────▶ DONE
         │ YES
         ▼
    Rung 4 (Browserless.io) ──▶ DONE

Usage Examples

Rung 1: Static content

// Built into Clawdbot
const content = await web_fetch("https://example.com");

Rung 2: JS-rendered page

docker run --rm -v /tmp:/output mcr.microsoft.com/playwright:v1.58.0-jammy \
  npx playwright screenshot https://spa-app.com /output/shot.png

Rung 3: Cloud browser (BrowserCat)

const { chromium } = require('playwright');
const browser = await chromium.connect('wss://api.browsercat.com/connect', {
  headers: { 'Api-Key': process.env.BROWSERCAT_API_KEY }
});

Rung 4: CAPTCHA bypass (Browserless)

const { chromium } = require('playwright');
const browser = await chromium.connectOverCDP(
  `wss://production-sfo.browserless.io?token=${process.env.BROWSERLESS_TOKEN}`
);
// CAPTCHA handled automatically

Cost Optimization

  1. Start low — Always try Rung 1 first
  2. Cache results — Don't re-fetch unnecessarily
  3. Batch requests — One browser session for multiple pages
  4. Check success — Only climb if lower rung fails

Get Your Keys

ServiceCostSign Up
BrowserCatFree tierhttps://browsercat.com
Browserless.io$10+/mohttps://browserless.io

Both are optional — Rungs 1-2 work without any API keys.

seedream-image-gen

openclaw

Generate images via Seedream API (doubao-seedream models). Synchronous generation.

2359

ffmpeg-cli

openclaw

Comprehensive video/audio processing with FFmpeg. Use for: (1) Video transcoding and format conversion, (2) Cutting and merging clips, (3) Audio extraction and manipulation, (4) Thumbnail and GIF generation, (5) Resolution scaling and quality adjustment, (6) Adding subtitles or watermarks, (7) Speed adjustment (slow/fast motion), (8) Color correction and filters.

6623

context-optimizer

openclaw

Advanced context management with auto-compaction and dynamic context optimization for DeepSeek's 64k context window. Features intelligent compaction (merging, summarizing, extracting), query-aware relevance scoring, and hierarchical memory system with context archive. Logs optimization events to chat.

3622

a-stock-analysis

openclaw

A股实时行情与分时量能分析。获取沪深股票实时价格、涨跌、成交量,分析分时量能分布(早盘/尾盘放量)、主力动向(抢筹/出货信号)、涨停封单。支持持仓管理和盈亏分析。Use when: (1) 查询A股实时行情, (2) 分析主力资金动向, (3) 查看分时成交量分布, (4) 管理股票持仓, (5) 分析持仓盈亏。

9121

himalaya

openclaw

CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).

7921

garmin-connect

openclaw

Syncs daily health and fitness data from Garmin Connect into markdown files. Provides sleep, activity, heart rate, stress, body battery, HRV, SpO2, and weight data.

7321

You might also like

flutter-development

aj-geddes

Build beautiful cross-platform mobile apps with Flutter and Dart. Covers widgets, state management with Provider/BLoC, navigation, API integration, and material design.

643969

drawio-diagrams-enhanced

jgtolentino

Create professional draw.io (diagrams.net) diagrams in XML format (.drawio files) with integrated PMP/PMBOK methodologies, extensive visual asset libraries, and industry-standard professional templates. Use this skill when users ask to create flowcharts, swimlane diagrams, cross-functional flowcharts, org charts, network diagrams, UML diagrams, BPMN, project management diagrams (WBS, Gantt, PERT, RACI), risk matrices, stakeholder maps, or any other visual diagram in draw.io format. This skill includes access to custom shape libraries for icons, clipart, and professional symbols.

591705

ui-ux-pro-max

nextlevelbuilder

"UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient."

318398

godot

bfollington

This skill should be used when working on Godot Engine projects. It provides specialized knowledge of Godot's file formats (.gd, .tscn, .tres), architecture patterns (component-based, signal-driven, resource-based), common pitfalls, validation tools, code templates, and CLI workflows. The `godot` command is available for running the game, validating scripts, importing resources, and exporting builds. Use this skill for tasks involving Godot game development, debugging scene/resource files, implementing game systems, or creating new Godot components.

339397

nano-banana-pro

garg-aayush

Generate and edit images using Google's Nano Banana Pro (Gemini 3 Pro Image) API. Use when the user asks to generate, create, edit, modify, change, alter, or update images. Also use when user references an existing image file and asks to modify it in any way (e.g., "modify this image", "change the background", "replace X with Y"). Supports both text-to-image generation and image-to-image editing with configurable resolution (1K default, 2K, or 4K for high resolution). DO NOT read the image file first - use this skill directly with the --input-image parameter.

451339

fastapi-templates

wshobson

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

304231

Stay ahead of the MCP ecosystem

Get weekly updates on new skills and servers.