# How to integrate Agentql MCP with Atomic Agent

```json
{
  "title": "How to integrate Agentql MCP with Atomic Agent",
  "toolkit": "Agentql",
  "toolkit_slug": "agentql",
  "framework": "Atomic Agent",
  "framework_slug": "atomic-agent",
  "url": "https://composio.dev/toolkits/agentql/framework/atomic-agent",
  "markdown_url": "https://composio.dev/toolkits/agentql/framework/atomic-agent.md",
  "updated_at": "2026-08-11T13:05:54.924Z"
}
```

## 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](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions.

## Also integrate Agentql with

- [OpenAI Agents SDK](https://composio.dev/toolkits/agentql/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/agentql/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/agentql/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/agentql/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/agentql/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/agentql/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/agentql/framework/hermes-agent)
- [Google ADK](https://composio.dev/toolkits/agentql/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/agentql/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/agentql/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/agentql/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/agentql/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/agentql/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/agentql/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/agentql/framework/autogen)

## TL;DR

### 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

### Connect Agentql to Atomic Agent
- Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key.
- 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.
- Ask Atomic Agent to do something in Agentql. It searches Composio for the right tool.
- 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 web data and browser automation, so your agent can perform actions like running web queries, extracting structured data, managing remote browser sessions, and tracking usage on your behalf.
- Web page data extraction: Ask your agent to pull specific structured data as JSON from any web page using Agentql queries or natural language prompts.
- Automated browser session management: Let your agent create and control remote browser sessions for complex web automation tasks or interactions that require a live browser.
- Subscription usage monitoring: Have your agent instantly check your current API usage, limits, and billing period to help manage resources and prevent overages.
- Seamless web content querying: Enable your agent to interact with web content directly, searching or extracting information from live web pages in real time.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `AGENTQL_CREATE_REMOTE_BROWSER_SESSION` | Create Remote Browser Session | Tool to create a remote browser session. Use when you need to run browser automation on remote infrastructure. |
| `AGENTQL_GET_USAGE` | Get AgentQL Usage Statistics | Retrieves API usage statistics and subscription limits for the AgentQL account. Returns current billing cycle dates, lifetime usage limits, API key usage counts, and total account usage. Useful for monitoring quota consumption and planning usage. No parameters required - uses the authenticated API key from connection settings. |
| `AGENTQL_AGENTQL_QUERY_DATA` | Query Data | Tool to query structured data as JSON from a web page using an AgentQL query or natural language prompt. Use after defining your query or prompt and a URL or HTML. |

## Supported Triggers

None listed.

## 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](/pricing) for the current limits that apply to your connection.

## Complete Code

None listed.

## Conclusion

### 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](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo).

## How to build Agentql MCP Agent with another framework

- [OpenAI Agents SDK](https://composio.dev/toolkits/agentql/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/agentql/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/agentql/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/agentql/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/agentql/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/agentql/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/agentql/framework/hermes-agent)
- [Google ADK](https://composio.dev/toolkits/agentql/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/agentql/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/agentql/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/agentql/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/agentql/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/agentql/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/agentql/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/agentql/framework/autogen)

## Related Toolkits

- [Excel](https://composio.dev/toolkits/excel) - Microsoft Excel is a robust spreadsheet application for organizing, analyzing, and visualizing data. It's the go-to tool for calculations, reporting, and flexible data management.
- [21risk](https://composio.dev/toolkits/_21risk) - 21RISK is a web app built for easy checklist, audit, and compliance management. It streamlines risk processes so teams can focus on what matters.
- [Abstract](https://composio.dev/toolkits/abstract) - Abstract provides a suite of APIs for automating data validation and enrichment tasks. It helps developers streamline workflows and ensure data quality with minimal effort.
- [AccuWeather](https://composio.dev/toolkits/accu_weather) - AccuWeather is a global weather service providing current conditions, forecasts, MinuteCast precipitation, alerts, and lightning data. Use it for fast, localized forecasts and real-time weather alerts.
- [Adafruit IO](https://composio.dev/toolkits/adafruit_io) - Adafruit IO is Adafruit's cloud platform for connected device and IoT project data. It helps you store, visualize, and act on sensor feeds without running your own backend.
- [Addressfinder](https://composio.dev/toolkits/addressfinder) - Addressfinder is a data quality platform for verifying addresses, emails, and phone numbers. It helps you ensure accurate customer and contact data every time.
- [Agenty](https://composio.dev/toolkits/agenty) - Agenty is a web scraping and automation platform for extracting data and automating browser tasks—no coding needed. It streamlines data collection, monitoring, and repetitive online actions.
- [Ambee](https://composio.dev/toolkits/ambee) - Ambee is an environmental data platform providing real-time, hyperlocal APIs for air quality, weather, and pollen. Get precise environmental insights to power smarter decisions in your apps and workflows.
- [Ambient weather](https://composio.dev/toolkits/ambient_weather) - Ambient Weather is a platform for personal weather stations with a robust API for accessing local, real-time, and historical weather data. Get detailed environmental insights directly from your own sensors for smarter apps and automations.
- [Anonyflow](https://composio.dev/toolkits/anonyflow) - Anonyflow is a service for encryption-based data anonymization and secure data sharing. It helps organizations meet GDPR, CCPA, and HIPAA data privacy compliance requirements.
- [ApexVerify](https://composio.dev/toolkits/apexverify) - ApexVerify is a contact-data validation service for emails and phone numbers. Use it to normalize, verify, and clean leads before they enter your systems.
- [Api ninjas](https://composio.dev/toolkits/api_ninjas) - Api ninjas offers 120+ public APIs spanning categories like weather, finance, sports, and more. Developers use it to supercharge apps with real-time data and actionable endpoints.
- [Api sports](https://composio.dev/toolkits/api_sports) - Api sports is a comprehensive sports data platform covering 2,000+ competitions with live scores and 15+ years of stats. Instantly access up-to-date sports information for analysis, apps, or chatbots.
- [Apify](https://composio.dev/toolkits/apify) - Apify is a cloud platform for building, deploying, and managing web scraping and automation tools called Actors. It lets you automate data extraction and workflow tasks at scale—no infrastructure headaches.
- [Autom](https://composio.dev/toolkits/autom) - Autom is a lightning-fast search engine results data platform for Google, Bing, and Brave. Developers use it to access fresh, low-latency SERP data on demand.
- [Beach Day API](https://composio.dev/toolkits/beach_day_api) - Beach Day API is a beach intelligence service for search, conditions, scores, rules, amenities, tides, and country coverage. Use it to power trip planning, surf reports, safety checks, and location-aware beach discovery.
- [Beaconchain](https://composio.dev/toolkits/beaconchain) - Beaconchain is a real-time analytics platform for Ethereum 2.0's Beacon Chain. It provides detailed insights into validators, blocks, and overall network performance.
- [Big data cloud](https://composio.dev/toolkits/big_data_cloud) - BigDataCloud provides APIs for geolocation, reverse geocoding, and address validation. Instantly access reliable location intelligence to enhance your applications and workflows.
- [Bigpicture io](https://composio.dev/toolkits/bigpicture_io) - BigPicture.io offers APIs for accessing detailed company and profile data. Instantly enrich your applications with up-to-date insights on 20M+ businesses.
- [Bitquery](https://composio.dev/toolkits/bitquery) - Bitquery is a blockchain data platform offering indexed, real-time, and historical data from 40+ blockchains via GraphQL APIs. Get unified, reliable access to complex on-chain data for analytics, trading, and research.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Agentql MCP?

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.

### Can I use Tool Router MCP with Atomic Agent?

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.

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

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.

### 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 Agentql data and credentials are handled as safely as possible.

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