# How to integrate DocRaptor MCP with Codex ```json { "title": "How to integrate DocRaptor MCP with Codex", "toolkit": "DocRaptor", "toolkit_slug": "docraptor", "framework": "Codex", "framework_slug": "codex", "url": "https://composio.dev/toolkits/docraptor/framework/codex", "markdown_url": "https://composio.dev/toolkits/docraptor/framework/codex.md", "updated_at": "2026-03-29T06:30:47.126Z" } ``` ## Introduction Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With DocRaptor MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer. ## Also integrate DocRaptor with - [OpenAI Agents SDK](https://composio.dev/toolkits/docraptor/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/docraptor/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/docraptor/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/docraptor/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/docraptor/framework/openclaw) - [Hermes](https://composio.dev/toolkits/docraptor/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/docraptor/framework/cli) - [Google ADK](https://composio.dev/toolkits/docraptor/framework/google-adk) - [LangChain](https://composio.dev/toolkits/docraptor/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/docraptor/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/docraptor/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/docraptor/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/docraptor/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 DocRaptor to Codex ### How to install DocRaptor 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 DocRaptor MCP server, and what's possible with it? The DocRaptor MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your DocRaptor account. It provides structured and secure access so your agent can perform DocRaptor operations on your behalf. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `DOCRAPTOR_CREATE_ASYNC_DOC` | Create Async Document | Tool to create documents asynchronously from HTML content. Use when generating PDF, XLS, or XLSX documents and you need to poll for completion status or use a callback URL for notification. | | `DOCRAPTOR_CREATE_DOC` | Create Document | Tool to create a PDF or Excel document synchronously from HTML content or URL. Use when you need to generate a document file from HTML data. The document is returned immediately as a downloadable file. Either document_content or document_url must be provided, but not both. | | `DOCRAPTOR_CREATE_DOCUMENT_FROM_REFERRER` | Create Document from Referrer | Tool to convert webpages into documents using referrer-based authentication without an API key. Use when you need to generate PDFs or Excel files from registered domains without explicit API credentials. | | `DOCRAPTOR_CREATE_HOSTED_ASYNC_DOC` | Create Hosted Async Document | Tool to create a hosted document asynchronously. Use when you need to generate a PDF, XLS, or XLSX document and track its completion status via callback_url or the status API. | | `DOCRAPTOR_DOWNLOAD_ASYNC_DOCUMENT` | Download Async Document | Tool to download a completed asynchronous document using the download URL from status response. Use when you have a download_id and need to retrieve the generated document file. | | `DOCRAPTOR_GET_ASYNC_DOCUMENT_STATUS` | Get Async Document Status | Tool to check the status of an asynchronously created document. Use when monitoring progress of async documents by polling for completion status. | | `DOCRAPTOR_LIST_DOCUMENTS_JSON` | List Documents (JSON) | Tool to retrieve a paginated list of previously created documents with metadata in JSON format. Use when you need to see document creation history or query past documents. | | `DOCRAPTOR_LIST_DOCUMENTS_XML` | List Documents (XML) | Tool to retrieve a paginated list of previously created documents with metadata in XML format. Use when you need to see document creation history or query past documents in XML format. | | `DOCRAPTOR_LIST_IPS_JSON` | List IPs (JSON) | Tool to get list of IP addresses that DocRaptor uses to download assets. Use when you need to know which IPs DocRaptor uses for asset downloading. Note: Using IPs for securing assets is not recommended as they can change without notice. | | `DOCRAPTOR_LIST_IPS_TEXT` | List IPs (Text) | Tool to retrieve a list of IP addresses that DocRaptor uses to download assets in plain text format. Use when you need to identify DocRaptor's IP addresses for network configuration or security purposes. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The DocRaptor MCP server provides comprehensive access to DocRaptor operations through Composio. Once connected, you can perform all major DocRaptor actions directly from Codex using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated DocRaptor with Codex using Composio's MCP server. Now you can interact with DocRaptor 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 DocRaptor 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 DocRaptor operations - Explore cross-app workflows by connecting more toolkits - Build automation scripts that leverage Codex's AI capabilities ## How to build DocRaptor MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/docraptor/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/docraptor/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/docraptor/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/docraptor/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/docraptor/framework/openclaw) - [Hermes](https://composio.dev/toolkits/docraptor/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/docraptor/framework/cli) - [Google ADK](https://composio.dev/toolkits/docraptor/framework/google-adk) - [LangChain](https://composio.dev/toolkits/docraptor/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/docraptor/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/docraptor/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/docraptor/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/docraptor/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 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. - [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. - [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. - [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. - [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. - [Contentful graphql](https://composio.dev/toolkits/contentful_graphql) - Contentful graphql is a content delivery API that lets you access Contentful data using GraphQL queries. It gives you efficient, flexible ways to fetch and manage structured content for any digital project. - [Conversion tools](https://composio.dev/toolkits/conversion_tools) - Conversion Tools is an online service for converting documents between formats such as PDF, Word, Excel, XML, and CSV. It lets you automate complex document workflows with just a few clicks. - [Convertapi](https://composio.dev/toolkits/convertapi) - ConvertAPI is a robust file conversion service for documents, images, and spreadsheets. It streamlines programmatic format changes and lets developers automate complex workflows with a single API. - [Craftmypdf](https://composio.dev/toolkits/craftmypdf) - CraftMyPDF is a web-based service for designing and generating PDFs with templates and live data. It streamlines document creation by automating personalized PDFs at scale. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and DocRaptor MCP? With a standalone DocRaptor MCP server, the agents and LLMs can only access a fixed set of DocRaptor tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from DocRaptor 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 DocRaptor tools. ### Can I manage the permissions and scopes for DocRaptor while using Tool Router? Yes, absolutely. You can configure which DocRaptor 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 DocRaptor data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) ยท [Composio docs](https://docs.composio.dev/llms.txt)