How to integrate Parsehub MCP with Atomic Agent

Connect Atomic Agent to Parsehub MCP. List all your web scraping projects, show recent data extraction runs, and more using natural language, with authentication handled for you.

Parsehub logoParsehub
Api Key

Parsehub is a web scraping tool that lets you extract data from websites without writing code. It's perfect for automating data collection and turning websites into clean datasets.

1 Tools

Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Parsehub.

This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Parsehub account. See the Atomic Agent documentation for installation instructions.

Also integrate Parsehub with

How Atomic Agent connects to Parsehub

Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.

Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

Connect Parsehub to Atomic Agent

  1. Sign up or sign in to the Composio dashboard. Copy your API key.
  2. In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
  3. Ask Atomic Agent to do something in Parsehub. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Parsehub account, then return to Atomic Agent to continue.

Headless setup

Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY

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.

Use Parsehub from Atomic Agent

With your account connected, ask Atomic Agent to work with Parsehub in natural language. You can connect more apps through the same Composio integration as you need them.

Visit the Atomic Agent website or inspect the Atomic Agent source code.

Troubleshooting

Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See Composio pricing for the current limits that apply to your connection.

TOOLS

Supported Tools

Every Parsehub action and event your agent gets out of the box.

Get Projects

Tool to retrieve all projects for the authenticated user.

FAQ

Frequently asked questions

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.

Yes, you can. Atomic Agent 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.

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.

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.

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