# Agentql

```json
{
  "name": "Agentql",
  "slug": "agentql",
  "url": "https://composio.dev/toolkits/agentql",
  "markdown_url": "https://composio.dev/toolkits/agentql.md",
  "logo_url": "https://cdn.jsdelivr.net/gh/ComposioHQ/open-logos@master/agentql-logo.png",
  "categories": [
    "data & analytics"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-05-12T10:00:26.915Z"
}
```

![Agentql logo](https://cdn.jsdelivr.net/gh/ComposioHQ/open-logos@master/agentql-logo.png)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Agentql MCP or direct API to browse websites, extract structured data, automate web actions, and run AgentQL queries through natural language.

## Summary

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.

## Categories

- data & analytics

## Toolkit Details

- Tools: 3

## Images

- Logo: https://cdn.jsdelivr.net/gh/ComposioHQ/open-logos@master/agentql-logo.png

## Authentication

- **Api Key**
  - Type: `api_key`
  - Description: Api Key authentication for Agentql.
  - Setup:
    - Configure Api Key credentials for Agentql.
    - Use the credentials when creating an auth config in Composio.

## Suggested Prompts

- Extract all product prices from this Amazon page
- Summarize key headlines from the New York Times homepage
- Retrieve my AgentQL subscription usage and limits
- Start a remote browser session to fill out a web form

## 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.

## Installation and MCP Setup

### Path 1: SDK Installation

#### Path 1, Step 1: Install Composio

Install the Composio SDK
```python
pip install composio_openai
```

```typescript
npm install @composio/openai
```

#### Path 1, Step 2: Initialize Composio and Create Tool Router Session

Import and initialize Composio client, then create a Tool Router session
```python
from openai import OpenAI
from composio import Composio
from composio_openai import OpenAIResponsesProvider

composio = Composio(provider=OpenAIResponsesProvider())
openai = OpenAI()
session = composio.create(user_id='your-user-id')
```

```typescript
import OpenAI from 'openai';
import { Composio } from '@composio/core';
import { OpenAIResponsesProvider } from '@composio/openai';

const composio = new Composio({
  provider: new OpenAIResponsesProvider(),
});
const openai = new OpenAI({});
const session = await composio.create('your-user-id');
```

#### Path 1, Step 3: Execute Agentql Tools via Tool Router with Your Agent

Get tools from Tool Router session and execute Agentql actions with your Agent
```python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'Extract all table data as JSON from https://finance.yahoo.com/most-active'
  }]
)
result = composio.provider.handle_tool_calls(
  response=response,
  user_id='your-user-id'
)
print(result)
```

```typescript
const tools = session.tools;
const response = await openai.responses.create({
  model: 'gpt-4.1',
  tools: tools,
  input: [{
    role: 'user',
    content: 'Extract all table data as JSON from https://finance.yahoo.com/most-active'
  }],
});
const result = await composio.provider.handleToolCalls(
  'your-user-id',
  response.output
);
console.log(result);
```

### Path 2: MCP Server Setup

#### Path 2, Step 1: Install Composio

Install the Composio SDK and Claude Agent SDK
```python
pip install composio claude-agent-sdk
```

```typescript
npm install @composio/core ai @ai-sdk/openai @ai-sdk/mcp
```

#### Path 2, Step 2: Create Tool Router Session

Initialize the Composio client and create a Tool Router session
```python
from composio import Composio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions

composio = Composio(api_key='your-composio-api-key')
session = composio.create(user_id='your-user-id')
url = session.mcp.url
```

```typescript
import { Composio } from '@composio/core';

const composio = new Composio({ apiKey: 'your-api-key' });

console.log("Creating Tool Router session...");
const { mcp } = await composio.create('your-user-id');
console.log(`Tool Router session created: ${mcp.url}`);
```

#### Path 2, Step 3: Connect to AI Agent

Use the MCP server with your AI agent
```python
import asyncio

options = ClaudeAgentOptions(
    permission_mode='bypassPermissions',
    mcp_servers={
        'tool_router': {
            'type': 'http',
            'url': url,
            'headers': {
                'x-api-key': 'your-composio-api-key'
            }
        }
    },
    system_prompt='You are a helpful assistant with access to Agentql tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Extract all product prices from https://example.com/shop using AgentQL')
        async for message in client.receive_response():
            if hasattr(message, 'content'):
                for block in message.content:
                    if hasattr(block, 'text'):
                        print(block.text)

asyncio.run(main())
```

```typescript
import { openai } from '@ai-sdk/openai';
import { experimental_createMCPClient as createMCPClient } from '@ai-sdk/mcp';
import { generateText, stepCountIs } from 'ai';

const client = await createMCPClient({
  transport: {
    type: 'http',
    url: mcp.url,
    headers: { 'x-api-key': 'your-composio-api-key' }
  }
});

const tools = await client.tools();

const { text } = await generateText({
  model: openai('gpt-4o'),
  tools,
  messages: [{ role: 'user', content: 'Extract all product prices from https://example.com/shop using AgentQL' }],
  stopWhen: stepCountIs( 5 )
});

console.log(`Agent: ${text}`);
```

## Why Use Composio?

### 1. AI Native Agentql Integration

- Supports both Agentql MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable tool execution
- Rich coverage for reading, writing, and querying your Agentql data

### 2. Managed Auth

- Built-in OAuth handling with automatic token refresh and rotation
- Central place to manage, scope, and revoke Agentql access
- Per user and per environment credentials instead of hard-coded keys

### 3. Agent Optimized Design

- Tools are tuned using real error and success rates to improve reliability over time
- Comprehensive execution logs so you always know what ran, when, and on whose behalf

### 4. Enterprise Grade Security

- Fine-grained RBAC so you control which agents and users can access Agentql
- Scoped, least privilege access to Agentql resources
- Full audit trail of agent actions to support review and compliance

## Use Agentql with any AI Agent Framework

Choose a framework you want to connect 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)

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## Frequently Asked Questions

### Do I need my own developer credentials to use Agentql with Composio?

Yes, Agentql requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

### Can I use multiple toolkits together?

Yes! Composio's Tool Router enables agents to use multiple toolkits. [Learn more](https://docs.composio.dev/tool-router/overview).

### Is Composio secure?

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. [Learn more](https://trust.composio.dev).

### What if the API changes?

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

---
[See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)