How to integrate Parsehub MCP with Codex

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Introduction

Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Parsehub MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer.

Also integrate Parsehub 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 870+ 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 Parsehub MCP in Codex

Run the setup command

Run this command in your terminal to add the Composio MCP server to Codex.

Terminal

It will initiate the authentication in a browser window, authorize Codex to access your Composio account.

Composio authentication page

(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 composio

Verify the connection

Run codex mcp list to confirm Composio appears as a registered MCP server.

bash
codex mcp list

Codex App

Codex App follows the same approach as VS Code.

  1. Click ⚙️ on the bottom left → MCP Servers → + Add servers → Streamable HTTP:
  2. Fill the header and Key fields with { "x-consumer-api-key" = "ck_*******" }.
  3. The Key is the Composio API key, that you can find on connect.composio.dev
  4. Click on Authenticate and authorize Codex to your Composio account and you're all set.
Codex App MCP setup
  1. 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_*******" }

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

The Parsehub MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Parsehub account. It provides structured and secure access to your web scraping projects, so your agent can perform actions like listing projects, retrieving project details, and managing your web data extractions on your behalf.

  • Retrieve all web scraping projects: Instantly fetch a list of every Parsehub project tied to your account, making project management a breeze.
  • Monitor project activity: Let your agent surface essential details about your scraping jobs, so you always know what’s running or completed.
  • Organize large-scale data extractions: Keep tabs on multiple projects simultaneously and plan your data extraction workflows efficiently.
  • Enable seamless integration with other tools: Combine your scraping project info with other services or automate follow-up actions using your agent.

Supported Tools & Triggers

Tools
Get ProjectsTool to retrieve all projects for the authenticated user.

Conclusion

You've successfully integrated Parsehub with Codex using Composio's MCP server. Now you can interact with Parsehub 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 Parsehub operations
  • Managed authentication through Composio
  • Access to 20,000+ tools across 870+ apps for cross-app workflows
  • CodeAct workbench for complex tool chaining

Next steps:

  • Try asking Codex to perform various Parsehub operations
  • Explore cross-app workflows by connecting more toolkits
  • Build automation scripts that leverage Codex's AI capabilities

How to build Parsehub MCP Agent with another framework

FAQ

What are the differences in Tool Router MCP and Parsehub MCP?

With a standalone Parsehub MCP server, the agents and LLMs can only access a fixed set of Parsehub tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Parsehub and many other apps based on the task at hand, all through a single MCP endpoint.

Can I use Tool Router MCP with Codex?

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 Parsehub tools.

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

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

Used by agents from

Context
Letta
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Altera
DataStax
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Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

Never worry about agent reliability

We handle tool reliability, observability, and security so you never have to second-guess an agent action.