# MrScraper

```json
{
  "name": "MrScraper",
  "slug": "mrscraper",
  "url": "https://composio.dev/toolkits/mrscraper",
  "markdown_url": "https://composio.dev/toolkits/mrscraper.md",
  "logo_url": "https://logos.composio.dev/api/mrscraper",
  "categories": [
    "data & analytics"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-08-20T15:33:13.288Z"
}
```

![MrScraper logo](https://logos.composio.dev/api/mrscraper)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with MrScraper MCP or direct API to scrape websites, extract structured data, fetch search results, and collect marketplace or travel data through natural language.

## Summary

MrScraper is a web scraping API platform for structured extraction, search results, marketplace data, travel data, and web unblocking.
Use it to turn messy web pages into clean, usable data without managing scraper infrastructure.

## Categories

- data & analytics

## Toolkit Details

- Tools: 11

## Images

- Logo: https://logos.composio.dev/api/mrscraper

## Authentication

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

## Suggested Prompts

- Extract product prices from competitor pages
- Scrape Google results for brand mentions
- Collect hotel rates from travel sites

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `MRSCRAPER_BULK_RERUN_AI_SCRAPER` | Bulk Rerun AI Scraper | Run an existing General AI scraper configuration against multiple URLs in one request. Returns the accepted bulk result ID for Get Scrape Result. |
| `MRSCRAPER_BULK_RERUN_MANUAL_SCRAPER` | Bulk Rerun Manual Scraper | Run an existing saved manual scraper workflow against multiple URLs in one request. Returns the accepted bulk result ID for Get Scrape Result. |
| `MRSCRAPER_CREATE_AI_SCRAPER` | Create AI Scraper | Create and run a general, listing, or map AI scraper against a website. |
| `MRSCRAPER_GET_ACCOUNT_USAGE` | Get Account Usage | Return the connected MrScraper account's plan, token usage, concurrency allowance, and rate limits without exposing user identity or token details. |
| `MRSCRAPER_GET_ANALYTIC_STATUSES` | Get Scrape Status Analytics | Return aggregate scrape counts, success rate, request rate, latency, and status totals for a domain and action over a time range. |
| `MRSCRAPER_GET_ANALYTIC_TIMELINE` | Get Scrape Analytics Timeline | Return time-series scrape activity and success metrics for a domain and action over a time range. |
| `MRSCRAPER_GET_RESULT` | Get Scrape Result | Retrieve the current status and output for one accessible scrape result by ID. |
| `MRSCRAPER_HEAL_MANUAL_SCRAPER` | Heal Manual Scraper | Ask MrScraper to repair an existing manual scraper workflow that no longer matches its target site. |
| `MRSCRAPER_LIST_RESULTS` | List Scrape Results | List scrape results for the connected account with filtering, sorting, and agent-controlled pagination. |
| `MRSCRAPER_RERUN_AI_SCRAPER` | Rerun AI Scraper | Run an existing AI scraper configuration against a new URL, with optional map crawl controls. |
| `MRSCRAPER_RERUN_MANUAL_SCRAPER` | Rerun Manual Scraper | Run an existing saved manual scraper workflow against a new URL. |

## 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 MrScraper Tools via Tool Router with Your Agent

Get tools from Tool Router session and execute MrScraper actions with your Agent
```python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'Scrape structured product details and prices from https://books.toscrape.com/catalogue/a-light-in-the-attic_1000/index.html'
  }]
)
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: 'Scrape structured product details and prices from https://books.toscrape.com/catalogue/a-light-in-the-attic_1000/index.html'
  }],
});
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 for Python or TypeScript
```python
pip install composio claude-agent-sdk
```

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

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

Import and initialize the Composio client, then create a Tool Router session for MrScraper
```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' });
const session = await composio.create('your-user-id');
console.log(`Tool Router session created: ${session.mcp.url}`);
```

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

Use the MCP server with your AI agent (Anthropic Claude or Mastra)
```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 MrScraper tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Scrape https://books.toscrape.com/ and return book titles, prices, ratings, and URLs as structured data')
        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 } from 'ai';

const client = await createMCPClient({
  transport: {
    type: 'http',
    url: session.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: 'Scrape https://books.toscrape.com/ and return book titles, prices, ratings, and URLs as structured data'
  }],
  maxSteps: 5,
});

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

## Why Use Composio?

### 1. AI Native MrScraper Integration

- Supports both MrScraper MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable scraping and extraction tasks
- Rich coverage for website scraping, search result collection, marketplace data, travel data, and web unblocking

### 2. Managed Auth

- Secure API key handling so agents can use MrScraper without hard-coded secrets
- Create API-key auth configs with auth_configs.create() and link user credentials with connected_accounts.link()
- Per user and per environment credentials, which keeps local tests and production scrapers cleanly separated

### 3. Agent Optimized Design

- Tools are tuned using real error and success rates to improve scraping reliability over time
- Comprehensive execution logs so you always know which URL was scraped, when it ran, and on whose behalf
- Clear schemas help agents return structured page data instead of messy raw HTML

### 4. Enterprise Grade Security

- Fine-grained RBAC so you control which agents and users can access MrScraper
- Scoped, least privilege access for scraping, search, marketplace, travel, and unblocking workflows
- Full audit trail of agent scraping actions to support review and compliance

## Use MrScraper with any AI Agent Framework

Choose a framework you want to connect MrScraper with:

None listed.

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## Frequently Asked Questions

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

Yes, MrScraper requires you to configure your own API key. 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)