How to integrate Scrapegraph ai MCP with OpenClaw

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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 Scrapegraph ai with authentication management handled for you. You can execute actions on Scrapegraph ai via your favorite OpenClaw interface (Telegram, WhatsApp, TUI, etc), whichever you prefer.

Also integrate Scrapegraph ai with

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.

How to install Scrapegraph ai with OpenClaw

Using Composio API Key and Setup Prompt

Copy the setup prompt from the OpenClaw dashboard
  • Run it in your OpenClaw chat interface.
  • Authenticate Scrapegraph ai from the dashboard
  • 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

2. Copy the API Key from dashboard.composio.dev

3. Setup OpenClaw Config

bash
openclaw config set plugins.entries.composio.config.consumerKey "ck_your_key_here"

4. Restart OpenClaw

bash
openclaw gateway restart

5. Go to your chat interface and start asking questions.

6. When prompted, authenticate the app and you're all set.

How It Works

The plugin connects to Composio's MCP server at https://connect.composio.dev/mcp and registers all available tools directly into the OpenClaw agent. Tools are called by name — no extra search or execute steps needed.

If a tool returns an auth error, the agent will prompt you to connect that toolkit at dashboard.composio.dev.

Configuration

bash
{
  "plugins": {
    "entries": {
      "composio": {
        "enabled": true,
        "config": {
          "consumerKey": "ck_your_key_here"
        }
      }
    }
  }
}
OptionDescriptionDefault
enabledEnable or disable the plugintrue
consumerKeyYour Composio consumer key (ck_...)—
mcpUrlMCP server URL (advanced)https://connect.composio.dev/mcp

What is the Scrapegraph ai MCP server, and what's possible with it?

The Scrapegraph ai MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Scrapegraph ai account. It provides structured and secure access to powerful web scraping and data extraction tools, so your agent can perform actions like running AI-powered scrapers, converting webpages to markdown, monitoring job statuses, and managing your account usage with ease.

  • AI-powered web scraping and search: Instruct your agent to extract structured data from any website or perform detailed web searches with parsed, organized results.
  • Webpage to markdown conversion: Let your agent instantly convert any webpage into clean, readable markdown for easy documentation or analysis.
  • Automated job status tracking: Check on the progress and results of ongoing scraping, crawling, or conversion jobs to stay updated without manual effort.
  • Smart multi-page crawling: Direct the agent to launch intelligent crawlers that gather data across multiple linked pages in a single workflow.
  • Account usage monitoring and feedback: Retrieve your remaining credits, track API usage, and submit feedback on completed tasks—all through your AI agent.

Supported Tools & Triggers

Tools
Convert Webpage to Markdown (V2)Tool to convert any webpage into clean, well-formatted Markdown with full parameter control.
Generate SchemaGenerate or modify a JSON schema based on a search query for structured data extraction.
Get Agentic Scraper HistoryRetrieve paginated history of agentic scraper jobs.
Get Crawler HistoryRetrieve the history of crawler jobs for your account.
Get CreditsRetrieve remaining and used credits for your ScrapeGraphAI account.
Get Endpoint SuggestionsTool to get AI-powered suggestions for creating scraping endpoints.
Get Live Session URLTool to get a URL for a live browser session.
Get Markdownify HistoryTool to retrieve the history of markdownify webpage-to-Markdown conversion jobs.
Get Scrape HistoryRetrieve the history of scrape jobs from your ScrapeGraphAI account.
Get Searchscraper HistoryGet the history of searchscraper jobs with pagination support.
Get Sitemap HistoryTool to retrieve the history of sitemap extraction jobs.
Get Smartscraper HistoryTool to retrieve the history of smartscraper jobs.
Get Usage TimelineTool to retrieve usage timeline statistics for your ScrapeGraphAI account.
Get Webhook LogsTool to retrieve webhook delivery logs for a crawler job.
List Scheduled JobsRetrieve a paginated list of all scheduled scraping jobs for your account.
Markdownify StatusCheck the status and retrieve results of a Markdownify webpage-to-Markdown conversion job.
Save Endpoint ConfigurationTool to save custom scraping endpoint configurations to ScrapeGraphAI.
Search ScraperPerform AI-powered web searches with structured, parsed results.
Check SearchScraper StatusCheck the status and results of an asynchronous SearchScraper job.
SmartCrawler StatusCheck the status and retrieve results of a SmartCrawler web crawling job.
Start Smart ScraperStart AI-powered web scraping with natural language extraction prompts.
SmartScraper StatusCheck the status and retrieve results of a SmartScraper web scraping job.
Start Smart Crawler (Async)Tool to start a multi-page web crawl using SmartCrawler for AI-powered data extraction.
Submit FeedbackSubmit feedback and ratings for completed ScrapeGraphAI requests.
Submit Product FeedbackSubmit product feedback for ScrapeGraphAI.
Convert JSON to TOON FormatTool to convert JSON data to TOON (Token-Oriented Object Notation) format.
Validate API KeyValidate your ScrapeGraphAI API key to ensure it is active and authorized.

Conclusion

You've successfully integrated Scrapegraph ai with OpenClaw using Composio plugin. Now interact with Scrapegraph ai 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 Scrapegraph ai 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 Scrapegraph ai 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

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FAQ

What are the differences in Tool Router MCP and Scrapegraph ai MCP?

With a standalone Scrapegraph ai MCP server, the agents and LLMs can only access a fixed set of Scrapegraph ai tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Scrapegraph ai 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 Scrapegraph ai tools.

Can I manage the permissions and scopes for Scrapegraph ai while using Tool Router?

Yes, absolutely. You can configure which Scrapegraph ai 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 Scrapegraph ai data and credentials are handled as safely as possible.

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