alterlab-mcp-server

One-Line Install

Claude Code

claude mcp add alterlab -- npx -y alterlab-mcp-server

Then set your API key: export ALTERLAB_API_KEY=sk_live_... or add it to .claude.json (see full setup below).

Cursor

# Add to .cursor/mcp.json — see full config below

Smithery

npx -y @smithery/cli install alterlab-mcp-server --client claude

Related MCP server: Thordata MCP Server

Why AlterLab Instead of WebFetch or Browser MCP?

Claude's built-in WebFetch tool and open-source browser MCP servers fail on most real-world websites. They cannot bypass Cloudflare, render JavaScript SPAs, or extract structured data.

AlterLab replaces broken fetch tools with one MCP server that actually works:

How Does AlterLab Web Scraping Work?

AlterLab uses a multi-tier scraping architecture. It automatically selects the cheapest method capable of fetching each URL:

1. Curl ($0.0002/req) — Direct HTTP for static pages, RSS feeds, public APIs

2. HTTP ($0.0003/req) — TLS fingerprint rotation for moderately protected sites

3. Stealth ($0.0005/req) — Browser impersonation for Cloudflare/DataDome-protected sites

4. Light JS ($0.0007/req) — Lightweight JS extraction from server-rendered HTML

5. Browser ($0.001/req) — Full headless Chromium for JavaScript-heavy SPAs

Auto mode starts at Tier 1 and escalates only when blocked. Most websites resolve at Tiers 1-2, so $1 gets you 1,000 to 5,000 scrapes depending on the sites you target.

Installation

Install in Claude Desktop / Claude Code

Add to your Claude config file (~/.claude.json for Claude Code, or Settings for Claude Desktop):

{
  "mcpServers": {
    "alterlab": {
      "command": "npx",
      "args": ["-y", "alterlab-mcp-server"],
      "env": {
        "ALTERLAB_API_KEY": "sk_live_your_key_here"
      }
    }
  }
}

Install in Cursor

Add to .cursor/mcp.json in your project root:

{
  "mcpServers": {
    "alterlab": {
      "command": "npx",
      "args": ["-y", "alterlab-mcp-server"],
      "env": {
        "ALTERLAB_API_KEY": "sk_live_your_key_here"
      }
    }
  }
}

Install in Windsurf

Add to Windsurf MCP settings (~/.codeium/windsurf/mcp_config.json):

{
  "mcpServers": {
    "alterlab": {
      "command": "npx",
      "args": ["-y", "alterlab-mcp-server"],
      "env": {
        "ALTERLAB_API_KEY": "sk_live_your_key_here"
      }
    }
  }
}

Install via Smithery

npx -y @smithery/cli install alterlab-mcp-server --client claude

Get Your API Key

1. Sign up free — $1 free balance on signup

2. Go to Dashboard → API Keys and copy your key

3. Paste it into the ALTERLAB_API_KEY field in your MCP config

Tools

alterlab_scrape — Scrape Any Webpage

Scrape a URL and return its content as markdown, text, HTML, or JSON. Automatically handles anti-bot protection with tier escalation. Returns markdown by default — optimized for LLM context windows.

"Scrape https://www.amazon.com/dp/B0BSHF7WHW and summarize the product"

alterlab_extract — Extract Structured Data

Extract structured fields from any webpage using pre-built profiles or custom JSON Schema. Returns clean JSON — ready for databases, spreadsheets, or downstream processing.

"Extract the product name, price, and rating from this Amazon page"

Extraction profiles:

• Product — name, price, currency, rating, reviews, availability, images, description

• Article — title, author, published date, body text, featured image

• Job Posting — title, company, location, salary, description, requirements

• FAQ — question-answer pairs

• Recipe — ingredients, instructions, prep time, servings

• Event — name, date, location, description, organizer

alterlab_screenshot — Screenshot Any Page

Take a full-page screenshot of any URL. Returns a PNG image directly in the conversation — no URLs to copy, no files to download.

"Take a screenshot of our landing page at https://alterlab.io"

alterlab_estimate_cost — Estimate Before You Scrape

Check how much a scrape will cost before running it. Returns the predicted tier, cost per request, and confidence level.

"How much would it cost to scrape linkedin.com?"

alterlab_check_balance — Check Your Credits

Check your account balance, total deposited, and total spent. No parameters needed.

"Check my AlterLab balance"

alterlab_list_sessions — List Stored Sessions

List all stored sessions for authenticated scraping. Sessions contain cookies for specific domains, allowing you to scrape content behind login walls.

"List my stored sessions"

alterlab_create_session — Create a Session

Create a new stored session with cookies from a logged-in browser. The session is stored securely and can be reused across multiple scrape requests.

"Create an Amazon session with these cookies: session-id=abc123, session-token=xyz789"

alterlab_validate_session — Validate a Session

Check whether a stored session is still active and its cookies are valid.

"Is my Amazon session still valid?"

alterlab_delete_session — Delete a Session

Permanently delete a stored session and its cookies.

"Delete session abc-123-def"

Authenticated Scraping

AlterLab MCP supports scraping pages that require authentication. This enables AI agents to access user-specific content like order histories, account dashboards, and member-only pricing.

How It Works

1. Create a session with cookies from a logged-in browser using alterlab_create_session

2. Scrape authenticated pages by passing the session_id to alterlab_scrape

3. Manage sessions with list, validate, and delete tools

Example: Check Amazon Prime Pricing

User: "What's my Prime member price for this product?"

Claude: [calls alterlab_list_sessions → finds Amazon session]
Claude: [calls alterlab_scrape with session_id for authenticated pricing]
Claude: "The Prime member price is $24.99 (public price: $34.99)"

Inline Cookies vs Stored Sessions

• Stored sessions (session_id): Best for repeated access to the same domain. Create once, reuse across requests.

• Inline cookies (cookies): Best for one-off authenticated requests where you don't need to save the session.

What Can You Do with AlterLab MCP?

Research and Analysis

Ask Claude to scrape and analyze websites in real-time:

• "Scrape the top 5 results from this Google search and summarize them"

• "Extract all product prices from this Amazon category page"

• "Compare the pricing pages of these 3 competitors"

Code Generation with Real Data

Let Cursor or Windsurf fetch live data while building:

• "Scrape this API documentation page and generate TypeScript types from it"

• "Extract the color palette from this website and create a Tailwind config"

• "Screenshot this design and recreate it in React"

Content and SEO

Use Claude to analyze content at scale:

• "Scrape this blog post and suggest improvements for SEO"

• "Extract all FAQ entries from this help center and create a structured dataset"

• "Compare our landing page to the competitor's and identify gaps"

Monitoring and Alerts

Build agentic workflows that watch the web:

• "Check if this product is back in stock"

• "Scrape this page daily and alert me when the price drops below $50"

• "Monitor this job board for new senior engineering positions"

Pricing — Pay-As-You-Go Web Scraping

No subscriptions. No monthly minimums. Add balance and use it whenever you need it.

Base Scraping Costs

Optional Add-Ons

$1 = 5,000 light scrapes. New accounts get $1 free balance on signup.

Environment Variables

Frequently Asked Questions

How do I add web scraping to Claude, Cursor, or Windsurf?

Install the AlterLab MCP server. For Claude Code, run claude mcp add alterlab -- npx -y alterlab-mcp-server and set your ALTERLAB_API_KEY. For Claude Desktop, Cursor, or Windsurf, add the JSON config block to your MCP settings file. Once configured, your AI assistant can scrape any URL, extract structured data, and take screenshots directly in conversation.

Can Claude scrape websites that are behind Cloudflare or anti-bot protection?

Yes. AlterLab automatically handles Cloudflare, DataDome, PerimeterX, Akamai, and other anti-bot systems. It uses a multi-tier approach that starts with the cheapest method and escalates only when blocked. You don't need to configure anything — anti-bot bypass is fully automatic.

What is an MCP server and how does it work with Claude?

MCP (Model Context Protocol) is Anthropic's open standard for connecting AI assistants to external tools and data sources. An MCP server is a small program that exposes tools — like web scraping — that Claude, Cursor, or Windsurf can call during a conversation. The AlterLab MCP server gives your AI assistant 5 tools: scrape, extract, screenshot, estimate cost, and check balance.

How is AlterLab different from Firecrawl, ScrapingBee, or Apify MCP servers?

AlterLab starts at $0.0002 per request — 5-20x cheaper than most scraping APIs — because it only uses expensive browser rendering when a site actually requires it. Smart tier escalation means you pay for what each site needs, not the maximum. AlterLab also includes built-in structured data extraction with pre-built profiles (product, article, job posting, etc.) at no extra cost.

Can I scrape Amazon, Walmart, and other e-commerce sites from Claude?

Yes. AlterLab handles all major e-commerce anti-bot protection. Use the alterlab_extract tool with extraction_profile: "product" to get structured JSON: product name, price, currency, rating, review count, availability, and images — ready for analysis, comparison, or data pipelines.

Can Cursor scrape documentation and generate code from it?

Yes. With AlterLab MCP installed in Cursor, you can ask it to scrape API documentation, library docs, or any reference page and generate TypeScript types, API clients, or component code from the live content. This is more reliable than relying on the LLM's training data, which may be outdated.

Does AlterLab MCP work with JavaScript-heavy sites (React, Angular, Vue)?

Yes. Use render_js: true or set mode: "js" to enable full headless Chromium rendering. AlterLab renders the complete page including all JavaScript, waits for dynamic content to load, then extracts content from the fully rendered DOM. This works for React, Angular, Vue, Next.js, and any other JavaScript framework.

What output format is best for AI and LLM context windows?

Use markdown (the default). It preserves document structure — headings, tables, lists, links — while being 60-80% smaller than raw HTML. Claude, GPT-4, and other LLMs process markdown significantly better than HTML. AlterLab's markdown output is specifically optimized for LLM context windows.

Is there rate limiting?

Free-tier accounts have rate limits. Adding any balance removes rate limits. The MCP server includes automatic retry with exponential backoff for transient rate limit errors (429).

Can I use this MCP server for large-scale scraping?

Yes. The MCP server processes one request at a time through the conversation interface, but you can build agentic workflows that scrape many URLs sequentially. For batch processing, use the AlterLab API directly or the n8n integration.

Error Handling

The MCP server returns helpful error messages with suggested next actions:

Agentic Workflows — AI Agents That Scrape the Web

AlterLab MCP turns any AI agent into a web-capable agent. Instead of relying on stale training data, your agent can fetch live information from any website during execution.

Use Cases for AI Agents

• Research agents — scrape multiple sources, cross-reference facts, generate reports with citations

• Data pipeline agents — extract structured product/pricing/job data on a schedule

• Competitive intelligence — monitor competitor pages, track pricing changes, detect new features

• Content generation — scrape real data to ground LLM output in facts, not hallucinations

• Lead enrichment — scrape company websites to enrich CRM records with live data

• Compliance monitoring — check regulatory pages, terms of service, and policy updates

Compatible AI Frameworks and Clients

Works with any tool that supports MCP (Model Context Protocol):

• Claude Desktop / Claude Code — Anthropic's AI assistant

• Cursor — AI-powered code editor

• Windsurf — Codeium's AI IDE

• Cline — VS Code AI assistant

• GitHub Copilot — via MCP configuration

• Custom agents — any framework using the MCP SDK (Python, TypeScript, Go)

• n8n — workflow automation via n8n-nodes-alterlab

Contributing

git clone https://github.com/RapierCraft/alterlab-mcp-server.git
cd alterlab-mcp-server
npm install
npm run build

Support

• API Documentation

• Dashboard & API Keys

• GitHub Issues

• support@alterlab.io

License

MIT