How to integrate Agentql MCP with Atomic Agent

Connect Atomic Agent to Agentql MCP. Extract all product prices from this amazon page, summarize key headlines from the new york times homepage, and more using natural language, with authentication handled for you.

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Agentql is a toolkit that connects AI agents to the web using a specialized query language. It enables structured web interaction and data extraction for smarter automations.

3 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 Agentql.

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 Agentql account. See the Atomic Agent documentation for installation instructions.

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How Atomic Agent connects to Agentql

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 Agentql 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 Agentql. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Agentql 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 Agentql MCP server, and what's possible with it?

The Agentql MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Agentql account. It provides structured and secure access to remote browser sessions, web data extraction, and account usage statistics, so your agent can create browser sessions, extract structured data from web pages, and check usage limits on your behalf.

  • Remote browser sessions: Have your agent create a remote browser session for web-based tasks.
  • Structured web data extraction: Direct your agent to extract selected information from a web page and return it as structured JSON.
  • Natural language web queries: Let the agent find and organize web page data based on a plain-language request.
  • Usage and limit tracking: Instruct your agent to retrieve your Agentql API usage statistics and subscription limits.

Use Agentql from Atomic Agent

With your account connected, ask Atomic Agent to work with Agentql 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 Agentql action and event your agent gets out of the box.

Create Remote Browser Session

Tool to create a remote browser session.

Get AgentQL Usage Statistics

Retrieves API usage statistics and subscription limits for the AgentQL account.

Query Data

Tool to query structured data as JSON from a web page using an AgentQL query or natural language prompt.

FAQ

Frequently asked questions

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

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

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