# How to integrate Docparser MCP with Codex

```json
{
  "title": "How to integrate Docparser MCP with Codex",
  "toolkit": "Docparser",
  "toolkit_slug": "docparser",
  "framework": "Codex",
  "framework_slug": "codex",
  "url": "https://composio.dev/toolkits/docparser/framework/codex",
  "markdown_url": "https://composio.dev/toolkits/docparser/framework/codex.md",
  "updated_at": "2026-03-29T06:30:44.840Z"
}
```

## Introduction

Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Docparser MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer.

## Also integrate 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)
- [OpenClaw](https://composio.dev/toolkits/docparser/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/docparser/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/docparser/framework/cli)
- [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)

## TL;DR

### Why use Composio?
Apart from a managed and hosted MCP server, you will get:
- CodeAct: A dedicated workbench that allows GPT to write its code to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling.
- Large tool responses: Handle them to minimise context rot.
- Dynamic just-in-time access to 20,000 tools across 1000+ other Apps for cross-app workflows. It loads the tools you need, so GPTs aren't overwhelmed by tools you don't need.

## Connect Docparser to Codex

### How to install Docparser MCP in Codex
### Run the setup command
Run this command in your terminal to add the Composio MCP server to Codex.

```bash
codex mcp add composio --url https://connect.composio.dev/mcp
```

## What is the Docparser MCP server, and what's possible with it?

The Docparser MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Docparser account. It provides structured and secure access so your agent can perform Docparser operations on your behalf.

## 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.

## Creating MCP Server - Stand-alone vs Composio SDK

The Docparser MCP server provides comprehensive access to Docparser operations through Composio. Once connected, you can perform all major Docparser actions directly from Codex using natural language commands.

## Complete Code

None listed.

## Conclusion

### Conclusion
You've successfully integrated Docparser with Codex using Composio's MCP server. Now you can interact with Docparser directly from your terminal, VS Code, or the Codex App using natural language commands.
Key benefits of this setup:
- Seamless integration across CLI, VS Code, and standalone app
- Natural language commands for Docparser operations
- Managed authentication through Composio
- Access to 20,000+ tools across 1000+ apps for cross-app workflows
- CodeAct workbench for complex tool chaining
Next steps:
- Try asking Codex to perform various Docparser operations
- Explore cross-app workflows by connecting more toolkits
- Build automation scripts that leverage Codex's AI capabilities

## How to build Docparser MCP Agent with another framework

- [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)
- [OpenClaw](https://composio.dev/toolkits/docparser/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/docparser/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/docparser/framework/cli)
- [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)

## 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 Sheets](https://composio.dev/toolkits/googlesheets) - Google Sheets is a cloud-based spreadsheet tool for real-time collaboration and data analysis. It lets teams work together from anywhere, updating information instantly.
- [Notion](https://composio.dev/toolkits/notion) - Notion is a collaborative workspace for notes, docs, wikis, and tasks. It streamlines team knowledge, project tracking, and workflow customization in one place.
- [Airtable](https://composio.dev/toolkits/airtable) - Airtable combines the flexibility of spreadsheets with the power of a database for easy project and data management. Teams use Airtable to organize, track, and collaborate with custom views and automations.
- [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.
- [Asana](https://composio.dev/toolkits/asana) - Asana is a collaborative work management platform for teams to organize and track projects. It streamlines teamwork, boosts productivity, and keeps everyone aligned on goals.
- [Google Tasks](https://composio.dev/toolkits/googletasks) - Google Tasks is a to-do list and task management tool integrated into Gmail and Google Calendar. It helps you organize, track, and complete tasks across your Google ecosystem.
- [Linear](https://composio.dev/toolkits/linear) - Linear is a modern issue tracking and project planning tool for fast-moving teams. It helps streamline workflows, organize projects, and boost productivity.
- [Jira](https://composio.dev/toolkits/jira) - Jira is Atlassian’s platform for bug tracking, issue tracking, and agile project management. It helps teams organize work, prioritize tasks, and deliver projects efficiently.
- [Clickup](https://composio.dev/toolkits/clickup) - ClickUp is an all-in-one productivity platform for managing tasks, docs, goals, and team collaboration. It streamlines project workflows so teams can work smarter and stay organized in one place.
- [Monday](https://composio.dev/toolkits/monday) - Monday.com is a customizable work management platform for project planning and collaboration. It helps teams organize tasks, automate workflows, and track progress in real time.
- [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.
- [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.
- [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.
- [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

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

With a standalone Docparser MCP server, the agents and LLMs can only access a fixed set of Docparser tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Docparser and many other apps based on the task at hand, all through a single MCP endpoint.

### Can I use Tool Router MCP with Codex?

Yes, you can. Codex 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 Docparser tools.

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

Yes, absolutely. You can configure which Docparser 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 Docparser data and credentials are handled as safely as possible.

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