# Docparser

```json
{
  "name": "Docparser",
  "slug": "docparser",
  "url": "https://composio.dev/toolkits/docparser",
  "markdown_url": "https://composio.dev/toolkits/docparser.md",
  "logo_url": "https://logos.composio.dev/api/docparser",
  "categories": [
    "document & file management",
    "productivity & project management"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-03-29T06:30:44.840Z"
}
```

![Docparser logo](https://logos.composio.dev/api/docparser)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Docparser MCP or direct API to parse documents, extract structured data, automate workflows, and manage parsed results through natural language.

## Summary

Docparser is a cloud-based document parsing and automation platform. It streamlines data extraction from PDFs and documents for faster workflows.

## Categories

- document & file management
- productivity & project management

## Toolkit Details

- Tools: 4

## Images

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

## Authentication

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

## Suggested Prompts

- Parse uploaded PDF and extract invoice numbers
- Export all table data from recent documents
- List errors found in last batch of parsed files

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `DOCPARSER_GET_MULTIPLE_DOCUMENT_RESULTS` | Get Multiple Document Results | Tool to retrieve parsed data from multiple documents processed by a specific parser. Use when you need to fetch results for multiple documents at once. Returns up to 100 results by default, with a maximum of 10000. |
| `DOCPARSER_GET_PARSER_MODELS` | Get Parser Models | Tool to retrieve all model layouts for a specific parser. Use when you need to list different layout configurations within a parser that help handle document variations. |
| `DOCPARSER_LIST_PARSERS` | List Parsers | Tool to retrieve all Document Parsers linked to your account. Use when you need to view available parsers or obtain parser IDs for subsequent operations. |
| `DOCPARSER_PING` | Ping API | Tool to test API authentication and connection health check for Docparser API. Use when you need to verify that API credentials are valid and the connection is working. |

## 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 Docparser Tools via Tool Router with Your Agent

Get tools from Tool Router session and execute Docparser actions with your Agent
```python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'Parse the latest uploaded invoice and extract payment details.'
  }]
)
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: 'Parse the latest uploaded invoice and extract payment details.'
  }],
});
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 Docparser
```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 Docparser tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Extract all tables from last week's invoices.')
        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: 'Extract all tables from last week\'s invoices.'
  }],
  maxSteps: 5,
});

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

## Why Use Composio?

### 1. AI Native Docparser Integration

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

### 2. Managed Auth

- Built-in OAuth handling with automatic token refresh and rotation
- Central place to manage, scope, and revoke Docparser 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 Docparser
- Scoped, least privilege access to Docparser resources
- Full audit trail of agent actions to support review and compliance

## Use Docparser with any AI Agent Framework

Choose a framework you want to connect Docparser with:

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

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- [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.
- [Agiled](https://composio.dev/toolkits/agiled) - Agiled is an all-in-one business management platform for CRM, projects, and finance. It helps you streamline workflows, consolidate client data, and manage business processes in one place.
- [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.
- [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.
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- [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.
- [Ascora](https://composio.dev/toolkits/ascora) - Ascora is a cloud-based field service management platform for service businesses. It streamlines scheduling, invoicing, and customer operations in one place.

## Frequently Asked Questions

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

Yes, Docparser 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)