Introduction

Equips agents with proxy-shielded headless browser scraping capabilities. Bypass anti-bot shields, render complex layouts, and parse target tags cleanly.

Key Capabilities and Features

Below are the main actions this adapter exposes to Model Context Protocol clients:

  • Run proxy-shielded HTTP requests: Handled dynamically with schema-guaranteed JSON-RPC calls.
  • Extract custom CSS nodes: Handled dynamically with schema-guaranteed JSON-RPC calls.
  • Execute remote JS evaluation: Handled dynamically with schema-guaranteed JSON-RPC calls.
  • Save dynamic screenshots: Handled dynamically with schema-guaranteed JSON-RPC calls.

Sample Use Cases

Here is how development teams utilize this integration:

  1. Anti-bot website queries: Enabling models to execute deep semantic checks and audits contextually.
  2. Continuous price comparison checks: Enabling models to execute deep semantic checks and audits contextually.
  3. Competitor intelligence analysis logs: Enabling models to execute deep semantic checks and audits contextually.

Basic Installation and Setup

To plug this into your agent client (e.g., Claude Desktop, Cursor), execute or declare the following parameters coordinate:

npx -y @modelcontextprotocol/server-scraping-bee --api-key YOUR_KEY

Security Notes and Guidelines

  • Keep scraping api keys strictly contained inside server context properties.
  • Avoid committing tokens directly to public configurations.
  • Monitor resource limits during autonomous iteration loops.