# How to integrate Scrapingbee MCP with OpenClaw ```json { "title": "How to integrate Scrapingbee MCP with OpenClaw", "toolkit": "Scrapingbee", "toolkit_slug": "scrapingbee", "framework": "OpenClaw", "framework_slug": "openclaw", "url": "https://composio.dev/toolkits/scrapingbee/framework/openclaw", "markdown_url": "https://composio.dev/toolkits/scrapingbee/framework/openclaw.md", "updated_at": "2026-05-12T10:24:52.875Z" } ``` ## Introduction OpenClaw is the fastest growing agent harness out there, which can work 24/7 to automate almost any kind of tasks. However, its capabilities are limited to the tools it has access to. Composio allows your OpenClaw to access Scrapingbee with authentication management handled for you. You can execute actions on Scrapingbee via your favorite OpenClaw interface (Telegram, WhatsApp, TUI, etc), whichever you prefer. ## Also integrate Scrapingbee with - [OpenAI Agents SDK](https://composio.dev/toolkits/scrapingbee/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/scrapingbee/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/scrapingbee/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/scrapingbee/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/scrapingbee/framework/codex) - [Hermes](https://composio.dev/toolkits/scrapingbee/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/scrapingbee/framework/cli) - [Google ADK](https://composio.dev/toolkits/scrapingbee/framework/google-adk) - [LangChain](https://composio.dev/toolkits/scrapingbee/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/scrapingbee/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/scrapingbee/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/scrapingbee/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/scrapingbee/framework/crew-ai) ## TL;DR ### Why use Composio? Apart from a managed and hosted MCP server, you will get: - Programmatic tool calling allows LLMs to write its code in a remote workbench to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling. - Handling Large tool responses out of LLM context to minimize context rot. - Dynamic just-in-time access to 20,000 tools across 1000+ other Apps for cross-app workflows. It loads the tools you need, so LLMs aren't overwhelmed by tools you don't need. ## Connect Scrapingbee to OpenClaw ### How to install Scrapingbee with OpenClaw ### Using Composio API Key and Setup Prompt - Go to [dashboard.composio.dev](https://dashboard.composio.dev/login?next=/~/org/connect/clients/openclaw&utm_source=toolkits&utm_medium=framework_template&utm_campaign=openclaw&utm_content=setup_prompt) - Copy the setup prompt - Run it in your OpenClaw chat interface. - Authenticate Scrapingbee from the [dashboard](https://dashboard.composio.dev/login?next=/~/org/connect/clients/openclaw&utm_source=toolkits&utm_medium=framework_template&utm_campaign=openclaw&utm_content=authenticate) - Go back to your OpenClaw interface and start asking questions. ### Using OpenClaw/Composio Plugin 1. Install OpenClaw Composio plugin ```bash openclaw plugins install @composio/openclaw-plugin ``` ## What is the Scrapingbee MCP server, and what's possible with it? The Scrapingbee MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Scrapingbee account. It provides structured and secure access to powerful web scraping tools, so your agent can extract data, fetch HTML, bypass anti-bot measures, and monitor your usage—all without manual code. - Structured data extraction from any webpage: Let your agent pull tables, lists, or custom data using CSS or XPath selectors with ScrapingBee's extraction rules. - Fetch full HTML or page screenshots: Ask your agent to retrieve raw page markup or rendered screenshots, including support for JavaScript-heavy sites. - Proxy and stealth scraping: Enable your agent to scrape sites that block bots by routing requests through ScrapingBee proxies or stealth modes to bypass anti-bot defenses. - Resource control and custom rendering: Have your agent fine-tune scraping with options to block resources, control JS rendering, and speed up extraction for tricky websites. - Monitor account usage and limits: Keep track of your remaining ScrapingBee credits and usage statistics directly through your agent for seamless quota management. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `SCRAPINGBEE_DATA_EXTRACTION` | ScrapingBee Data Extraction | Tool to extract structured data from a webpage using CSS or XPath selectors. Use ScrapingBee's extract_rules feature. | | `SCRAPINGBEE_HTML_FETCH` | ScrapingBee HTML Fetch | Tool to fetch HTML or screenshot via ScrapingBee HTML API. Use when you need page markup or image after optional JS rendering and resource controls. For anti-bot or CAPTCHA-protected sites (e.g., Cloudflare), combine render_js=true with premium_proxy=true or stealth_proxy=true to avoid blocks. | | `SCRAPINGBEE_SCRAPING_BEE_PROXY_MODE` | ScrapingBee Proxy Mode | Tool to fetch web content via ScrapingBee's Proxy Mode. Use when you need to route requests through ScrapingBee proxies with optional JS rendering and resource blocking. | | `SCRAPINGBEE_STEALTH_PROXY` | ScrapingBee Stealth Proxy | Tool to perform stealth scraping via ScrapingBee's Stealth Proxy mode. Use when you encounter anti-bot measures requiring undetectable requests. | | `SCRAPINGBEE_USAGE_STATS` | ScrapingBee Usage Stats | Tool to retrieve usage statistics for your ScrapingBee account. Use when you need to monitor remaining credits and request count. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Scrapingbee MCP server provides comprehensive access to Scrapingbee operations through Composio. Once connected, you can perform all major Scrapingbee actions directly from OpenClaw using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Scrapingbee with OpenClaw using Composio plugin. Now interact with Scrapingbee directly from your terminal, Web UI, or any messenger app using natural language commands. Key benefits of this setup: - Seamless integration across TUI, Web UIs, and Messenger apps like Telegram, WhatsApp, Slack, etc. - Natural language commands for Scrapingbee operations - Managed authentication through Composio - Access to 20,000+ tools across 1000+ apps for cross-app workflows - Programmatic tool calling for complex tool chaining Next steps: - Try asking OpenClaw to perform various Scrapingbee operations - Explore cross-app workflows by connecting more toolkits like Calendar, Slack, Notion, etc. - Build complex automation scripts that leverage OpenClaw's 24/7 running capabilities ## How to build Scrapingbee MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/scrapingbee/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/scrapingbee/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/scrapingbee/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/scrapingbee/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/scrapingbee/framework/codex) - [Hermes](https://composio.dev/toolkits/scrapingbee/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/scrapingbee/framework/cli) - [Google ADK](https://composio.dev/toolkits/scrapingbee/framework/google-adk) - [LangChain](https://composio.dev/toolkits/scrapingbee/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/scrapingbee/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/scrapingbee/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/scrapingbee/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/scrapingbee/framework/crew-ai) ## Related Toolkits - [Supabase](https://composio.dev/toolkits/supabase) - Supabase is an open-source backend platform offering scalable Postgres databases, authentication, storage, and real-time APIs. It lets developers build modern apps without managing infrastructure. - [Codeinterpreter](https://composio.dev/toolkits/codeinterpreter) - Codeinterpreter is a Python-based coding environment with built-in data analysis and visualization. It lets you instantly run scripts, plot results, and prototype solutions inside supported platforms. - [GitHub](https://composio.dev/toolkits/github) - GitHub is a code hosting platform for version control and collaborative software development. It streamlines project management, code review, and team workflows in one place. - [Ably](https://composio.dev/toolkits/ably) - Ably is a real-time messaging platform for live chat and data sync in modern apps. It offers global scale and rock-solid reliability for seamless, instant experiences. - [Abuselpdb](https://composio.dev/toolkits/abuselpdb) - Abuselpdb is a central database for reporting and checking IPs linked to malicious online activity. Use it to quickly identify and report suspicious or abusive IP addresses. - [Alchemy](https://composio.dev/toolkits/alchemy) - Alchemy is a blockchain development platform offering APIs and tools for Ethereum apps. It simplifies building and scaling Web3 projects with robust infrastructure. - [Algolia](https://composio.dev/toolkits/algolia) - Algolia is a hosted search API that powers lightning-fast, relevant search experiences for web and mobile apps. It helps developers deliver instant, typo-tolerant, and scalable search without complex infrastructure. - [Anchor browser](https://composio.dev/toolkits/anchor_browser) - Anchor browser is a developer platform for AI-powered web automation. It transforms complex browser actions into easy API endpoints for streamlined web interaction. - [Apiflash](https://composio.dev/toolkits/apiflash) - Apiflash is a website screenshot API for programmatically capturing web pages. It delivers high-quality screenshots on demand for automation, monitoring, or reporting. - [Apiverve](https://composio.dev/toolkits/apiverve) - Apiverve delivers a suite of powerful APIs that simplify integration for developers. It's designed for reliability and scalability so you can build faster, smarter applications without the integration headache. - [Appcircle](https://composio.dev/toolkits/appcircle) - Appcircle is an enterprise-grade mobile CI/CD platform for building, testing, and publishing mobile apps. It streamlines mobile DevOps so teams ship faster and with more confidence. - [Appdrag](https://composio.dev/toolkits/appdrag) - Appdrag is a cloud platform for building websites, APIs, and databases with drag-and-drop tools and code editing. It accelerates development and iteration by combining hosting, database management, and low-code features in one place. - [Appveyor](https://composio.dev/toolkits/appveyor) - AppVeyor is a cloud-based continuous integration service for building, testing, and deploying applications. It helps developers automate and streamline their software delivery pipelines. - [Backendless](https://composio.dev/toolkits/backendless) - Backendless is a backend-as-a-service platform for mobile and web apps, offering database, file storage, user authentication, and APIs. It helps developers ship scalable applications faster without managing server infrastructure. - [Baserow](https://composio.dev/toolkits/baserow) - Baserow is an open-source no-code database platform for building collaborative data apps. It makes it easy for teams to organize data and automate workflows without writing code. - [Bench](https://composio.dev/toolkits/bench) - Bench is a benchmarking tool for automated performance measurement and analysis. It helps you quickly evaluate, compare, and track your systems or workflows. - [Better stack](https://composio.dev/toolkits/better_stack) - Better Stack is a monitoring, logging, and incident management solution for apps and services. It helps teams ensure application reliability and performance with real-time insights. - [Bitbucket](https://composio.dev/toolkits/bitbucket) - Bitbucket is a Git-based code hosting and collaboration platform for teams. It enables secure repository management and streamlined code reviews. - [Blazemeter](https://composio.dev/toolkits/blazemeter) - Blazemeter is a continuous testing platform for web and mobile app performance. It empowers teams to automate and analyze large-scale tests with ease. - [Blocknative](https://composio.dev/toolkits/blocknative) - Blocknative delivers real-time mempool monitoring and transaction management for public blockchains. Instantly track pending transactions and optimize blockchain interactions with live data. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Scrapingbee MCP? With a standalone Scrapingbee MCP server, the agents and LLMs can only access a fixed set of Scrapingbee tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Scrapingbee and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with OpenClaw? Yes, you can. OpenClaw fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Scrapingbee tools. ### Can I manage the permissions and scopes for Scrapingbee while using Tool Router? Yes, absolutely. You can configure which Scrapingbee scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do. ### How safe is my data with Composio Tool Router? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Scrapingbee data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)