# Cradl AI

```json
{
  "name": "Cradl AI",
  "slug": "cradl_ai",
  "url": "https://composio.dev/toolkits/cradl_ai",
  "markdown_url": "https://composio.dev/toolkits/cradl_ai.md",
  "logo_url": "https://logos.composio.dev/api/cradl_ai",
  "categories": [
    "document & file management"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-08-15T17:52:39.066Z"
}
```

![Cradl AI logo](https://logos.composio.dev/api/cradl_ai)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Cradl AI MCP or direct API to upload documents, run extraction workflows, review results, and monitor processing status through natural language.

## Summary

Cradl AI is an API-first platform for AI-powered document extraction workflows.
Use it to turn invoices, forms, and PDFs into structured data at scale.

## Categories

- document & file management

## Toolkit Details

- Tools: 11

## Images

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

## Authentication

- **S2s Oauth2**
  - Type: `custom`
  - Description: S2s Oauth2 authentication for Cradl AI.
  - Setup:
    - Configure S2s Oauth2 credentials for Cradl AI.
    - Use the credentials when creating an auth config in Composio.

## Suggested Prompts

- Extract invoice totals from uploaded PDFs
- List failed Cradl AI extraction jobs
- Review purchase order extraction results

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `CRADL_AI_DOWNLOAD_FILE` | Download File | Download document, OCR, annotation, prediction, or run-variable content from a Cradl AI file URL returned by another Cradl AI tool. |
| `CRADL_AI_GET_AGENT_RUN` | Get Agent Run | Get the current state and outputs of one Cradl AI agent run. Poll this read-only tool until the run reaches a terminal status; it does not itself consume page quota. |
| `CRADL_AI_GET_DOCUMENT` | Get Document | Get metadata, processing links, and annotations for one Cradl AI document by ID. This read does not consume page quota. |
| `CRADL_AI_GET_PREDICTION` | Get Prediction | Get one extracted prediction, including its status, fields, errors, and downloadable output references. This read does not consume page quota. |
| `CRADL_AI_LIST_AGENT_RUNS` | List Agent Runs | List processing runs for an agent, optionally filtered by status or creation/update time. Use this to discover recent extraction jobs and their run IDs. |
| `CRADL_AI_LIST_AGENTS` | List Agents | List document-processing agents available to the connected Cradl AI workspace. Use an agent ID from this result to start an extraction run. |
| `CRADL_AI_LIST_DOCUMENTS` | List Documents | List documents in the connected Cradl AI workspace and discover document IDs and content/output file URLs. |
| `CRADL_AI_LIST_PREDICTIONS` | List Predictions | List extracted predictions, optionally filtered by model, and discover prediction IDs and output file URLs. |
| `CRADL_AI_PROCESS_DOCUMENT` | Process Document | Create a persistent Cradl agent run and document, then upload one document for asynchronous extraction in a single call. This consumes processed-page quota. It returns immediately after upload and does not poll extraction; use the composite agent_run_id only for document attachment. Poll the run with the original agent_id and returned bare run_id. Do not retry an ambiguous upload outcome automatically. |
| `CRADL_AI_START_AGENT_RUN` | Start Agent Run | Create a processing run for an existing Cradl AI agent. This creates persistent run state; attaching and processing document content against the run consumes the workspace's monthly processed-page quota. |
| `CRADL_AI_UPLOAD_DOCUMENT_TO_RUN` | Upload Document to Run | Create a document attached to a Cradl AI agent run and upload its PDF, image, or email bytes. The upload starts asynchronous processing and consumes the workspace's monthly processed-page quota. |

## 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 Cradl AI Tools via Tool Router with Your Agent

Get tools from Tool Router session and execute Cradl AI actions with your Agent
```python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'List failed Cradl AI document extraction jobs'
  }]
)
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: 'List failed Cradl AI document extraction jobs'
  }],
});
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 Cradl AI
```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 Cradl AI tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('List failed Cradl AI document extraction jobs')
        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: 'List failed Cradl AI document extraction jobs'
  }],
  maxSteps: 5,
});

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

## Why Use Composio?

### 1. AI Native Cradl AI Integration

- Supports both Cradl AI MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable document extraction tasks
- Rich coverage for working with extraction workflows, documents, and results

### 2. Managed Auth

- Built-in S2S OAuth2 handling with secure token storage and lifecycle management
- Central place to manage, scope, and revoke Cradl AI access
- Per user and per environment credentials instead of hard-coded secrets

### 3. Agent Optimized Design

- Tools are tuned so agents can run Cradl AI extraction workflows with fewer mistakes
- Clear tool inputs help models understand documents, jobs, and extraction results
- 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 Cradl AI
- Scoped, least privilege access to Cradl AI document extraction resources
- Full audit trail of agent actions to support review and compliance

## Use Cradl AI with any AI Agent Framework

Choose a framework you want to connect Cradl AI with:

- [ChatGPT Work](https://composio.dev/toolkits/cradl_ai/framework/chatgpt)
- [Claude Cowork](https://composio.dev/toolkits/cradl_ai/framework/claude-cowork)
- [Hermes](https://composio.dev/toolkits/cradl_ai/framework/hermes-agent)

## Related Toolkits

- [Google Drive](https://composio.dev/toolkits/googledrive) - Google Drive is a cloud storage platform for uploading, sharing, and collaborating on files. It's perfect for keeping your documents accessible and organized across devices.
- [Google Docs](https://composio.dev/toolkits/googledocs) - Google Docs is a cloud-based word processor that enables document creation and real-time collaboration. Its seamless sharing and version history make team editing and content management a breeze.
- [Google Super](https://composio.dev/toolkits/googlesuper) - Google Super is an all-in-one suite combining Gmail, Drive, Calendar, Sheets, Analytics, and more. It gives you a unified platform to manage your digital life, boosting productivity and organization.
- [ActiveMerge](https://composio.dev/toolkits/active_merge) - ActiveMerge is a document automation platform for generating documents, images, merged files, and e-signature workflows. It helps teams turn templates and stored files into finished, shareable documents faster.
- [Affinda](https://composio.dev/toolkits/affinda) - Affinda is an AI-powered document processing platform that automates data extraction from resumes, invoices, and more. It streamlines document-heavy workflows by turning files into structured, actionable data.
- [Agility cms](https://composio.dev/toolkits/agility_cms) - Agility CMS is a headless content management system for building and managing digital experiences across platforms. It lets teams update content quickly and deliver omnichannel experiences with ease.
- [Airparser](https://composio.dev/toolkits/airparser) - Airparser is an AI-powered parser for extracting structured data from emails, documents, PDFs, and files. It turns messy inbound content into clean fields your apps and workflows can use.
- [Algodocs](https://composio.dev/toolkits/algodocs) - Algodocs is an AI-powered platform that automates data extraction from business documents. It delivers fast, secure, and accurate processing without templates or manual training.
- [Api2pdf](https://composio.dev/toolkits/api2pdf) - Api2Pdf is a REST API for generating PDFs from HTML, URLs, and documents using powerful engines like wkhtmltopdf and Headless Chrome. It streamlines document conversion and automation for developers and businesses.
- [Aryn](https://composio.dev/toolkits/aryn) - Aryn is an AI-powered platform for parsing, extracting, and analyzing data from unstructured documents. Use it to automate document processing and unlock actionable insights from your files.
- [Boldsign](https://composio.dev/toolkits/boldsign) - Boldsign is a digital eSignature platform for sending, signing, and tracking documents online. Organizations use it to automate agreements and manage legally binding workflows efficiently.
- [Boloforms](https://composio.dev/toolkits/boloforms) - BoloForms is an eSignature platform built for small businesses, offering unlimited signatures, templates, and forms. It simplifies digital document signing and team collaboration at a predictable, fixed price.
- [Box](https://composio.dev/toolkits/box) - Box is a cloud content management and file sharing platform for businesses. It helps teams securely store, organize, and collaborate on files from anywhere.
- [Carbone](https://composio.dev/toolkits/carbone) - Carbone is a blazing-fast report generator that turns JSON data into PDFs, Word docs, spreadsheets, and more using flexible templates. It lets you automate document creation at scale with minimal code.
- [Castingwords](https://composio.dev/toolkits/castingwords) - CastingWords is a transcription service specializing in human-powered, accurate transcripts via a simple API. Get seamless audio-to-text conversion for interviews, meetings, podcasts, and more.
- [CertSeal](https://composio.dev/toolkits/cert_seal) - CertSeal is an API platform for issuing and managing verifiable digital certificates. Use it to automate trusted certificate workflows for recipients, batches, designs, and webhooks.
- [Cloudconvert](https://composio.dev/toolkits/cloudconvert) - CloudConvert is a powerful file conversion service supporting over 200 file formats. It streamlines converting, compressing, and managing documents, media, and more, all in one place.
- [Cloudlayer](https://composio.dev/toolkits/cloudlayer) - Cloudlayer is a document and asset generation service for creating PDFs and images via API or SDKs. It lets you automate high-quality doc creation, saving dev time and reducing manual work.
- [CloudPDF](https://composio.dev/toolkits/cloud_pdf) - CloudPDF is an API platform for creating, uploading, managing, and sharing PDF documents. Use it to build secure PDF workflows with webhooks, share links, and access control.
- [Cloudpress](https://composio.dev/toolkits/cloudpress) - Cloudpress is a content export tool for Google Docs and Notion. It automates publishing to your favorite Content Management Systems.

## Frequently Asked Questions

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

Yes, Cradl AI requires you to configure your own S2S OAuth2 credentials. Once set up, Composio handles token storage, refresh, and lifecycle management for you. Create your Cradl AI auth config with auth_configs.create(), link a user account with connected_accounts.link(), then expose tools through mcp.create() or a Tool Router session.

### 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)