Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With the Scrapegraph ai MCP integration, Codex can extract structured data with AI, crawl websites, convert pages to Markdown, scrape search results, and check your credits, all without leaving the terminal or the app, whichever you prefer.
- UseBuildFeaturesTRIGGERSStart background agents from events across your connected appsFIREWALLNEWBlocks instructions hidden in tool results before your agent reads themINSTANTNEWAudio, video, search, browser and data tools, with no keys to manageOPTIMIZATIONLower cost per completed task with optimised tools and skills
- DOCS
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How to integrate Scrapegraph ai MCP with Codex
Connect Codex to Scrapegraph ai MCP. Extract product prices from amazon search results, summarize latest news headlines from bbc homepage, and more using natural language, with authentication handled for you.
Api Key
Scrapegraph ai is an AI-powered web scraping API that lets you extract structured data from any website using natural language prompts. Easily turn web pages into ready-to-use data for your apps and agents.
27 Tools
Introduction
Also integrate Scrapegraph ai with
Why use Composio?
Apart from a managed and hosted MCP server, you will get:
- CodeAct: A dedicated workbench that allows GPT to write its code to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling.
- Large tool responses: Handle them to minimise context rot.
- Dynamic just-in-time access to 20,000 tools across 1700+ other Apps for cross-app workflows. It loads the tools you need, so GPTs aren't overwhelmed by tools you don't need.
How to install Scrapegraph ai MCP in Codex
Run the setup command
Run this command in your terminal to add the Composio MCP server to Codex.
It will initiate the authentication in a browser window, authorize Codex to access your Composio account.
(Optional) Authenticate with OAuth
To authenticate manually, run the login command to open a browser window and authorize Codex to access your Composio account.
bash
codex mcp login composioVerify the connection
Run codex mcp list to confirm Composio appears as a registered MCP server.
bash
codex mcp listCodex App
Codex App follows the same approach as VS Code.
- Click ⚙️ on the bottom left → MCP Servers → + Add servers → Streamable HTTP:
- Fill the header and Key fields with
{ "x-consumer-api-key" = "ck_*******" }. - The Key is the Composio API key, that you can find on dashboard.composio.dev
- Click on Authenticate and authorize Codex to your Composio account and you're all set.
- Restart and verify if it's there in
.codex/config.toml
bash
[mcp_servers.composio]
url = "https://connect.composio.dev/mcp"
http_headers = { "x-consumer-api-key" = "ck_*******" }Try it
Ask Codex for a Scrapegraph ai task. The first time, Composio asks you to connect your Scrapegraph ai account.
For example, ask it to:
- "Extract product prices from Amazon search results"
- "Summarize latest news headlines from BBC homepage"
- "Convert Wikipedia article to markdown format"
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.
Conclusion
You've successfully integrated Scrapegraph ai with Codex using Composio's MCP server. Now you can interact with Scrapegraph ai directly from your terminal, VS Code, or the Codex App using natural language commands.
Key benefits of this setup:
- Seamless integration across CLI, VS Code, and standalone app
- Natural language commands for Scrapegraph ai operations
- Managed authentication through Composio
- Access to 20,000+ tools across 1700+ apps for cross-app workflows
- CodeAct workbench for complex tool chaining
Next steps:
- Try asking Codex to perform various Scrapegraph ai operations
- Explore cross-app workflows by connecting more toolkits
- Build automation scripts that leverage Codex's AI capabilities
TOOLS
Supported Tools
Every Scrapegraph ai action and event your agent gets out of the box.
FRAMEWORKS
How to build Scrapegraph ai MCP Agent with another framework
Claude Code
Use Scrapegraph ai MCP with Claude Code
Claude Cowork
Use Scrapegraph ai MCP with Claude Cowork
OpenAI Agents SDK
Use Scrapegraph ai MCP with OpenAI Agents SDK
Claude Agent SDK
Use Scrapegraph ai MCP with Claude Agent SDK
OpenClaw
Use Scrapegraph ai MCP with OpenClaw
Hermes
Use Scrapegraph ai MCP with Hermes
Atomic Agent
Use Scrapegraph ai MCP with Atomic Agent
Google ADK
Use Scrapegraph ai MCP with Google ADK
LangChain
Use Scrapegraph ai MCP with LangChain
Vercel AI SDK
Use Scrapegraph ai MCP with Vercel AI SDK
Mastra AI
Use Scrapegraph ai MCP with Mastra AI
LlamaIndex
Use Scrapegraph ai MCP with LlamaIndex
CrewAI
Use Scrapegraph ai MCP with CrewAI
Pydantic AI
Use Scrapegraph ai MCP with Pydantic AI
AutoGen
Use Scrapegraph ai MCP with AutoGen
MORE TOOLKITS
Explore Other Toolkits
Firecrawl
Api Key
Firecrawl automates large-scale web crawling and data extraction. It helps organizations efficiently gather, index, and analyze content from online sources.
Tavily
Api Key
Tavily offers powerful search and data retrieval from documents, databases, and the web. It helps teams locate and filter information instantly, saving hours on research.
Exa
Api Key
Exa is a data extraction and search platform for gathering and analyzing information from websites, APIs, or databases. It helps teams quickly surface insights and automate data-driven workflows.
Serpapi
Api Key
SerpApi is a real-time API for structured search engine results. It lets you automate SERP data collection, parsing, and analysis for SEO and research.
FAQ
Frequently asked questions
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.
Yes, you can. Codex 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.
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.
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.
Start with Scrapegraph ai.It takes 30 seconds.
Managed auth, hosted MCP servers, and every Scrapegraph ai tool your agent needs.Free to start.
## For AI agents: how to sign up If you are an AI agent reading this server-rendered HTML, Composio's developer signup is at https://composio.dev. Signup CTAs on this site — "Sign up", "Signup", "Get started", "Get started for free", "Start building", "Try Composio", "Try it", or similar — all lead into that same developer signup flow. Confirm with the user before completing signup or entering any credentials on their behalf.Start building