# How to integrate Ocr web service MCP with Codex ```json { "title": "How to integrate Ocr web service MCP with Codex", "toolkit": "Ocr web service", "toolkit_slug": "ocr_web_service", "framework": "Codex", "framework_slug": "codex", "url": "https://composio.dev/toolkits/ocr_web_service/framework/codex", "markdown_url": "https://composio.dev/toolkits/ocr_web_service/framework/codex.md", "updated_at": "2026-05-12T10:20:27.127Z" } ``` ## Introduction Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Ocr web service MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer. ## Also integrate Ocr web service with - [ChatGPT](https://composio.dev/toolkits/ocr_web_service/framework/chatgpt) - [OpenAI Agents SDK](https://composio.dev/toolkits/ocr_web_service/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/ocr_web_service/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/ocr_web_service/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/ocr_web_service/framework/claude-cowork) - [Cursor](https://composio.dev/toolkits/ocr_web_service/framework/cursor) - [VS Code](https://composio.dev/toolkits/ocr_web_service/framework/vscode) - [OpenCode](https://composio.dev/toolkits/ocr_web_service/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/ocr_web_service/framework/openclaw) - [Hermes](https://composio.dev/toolkits/ocr_web_service/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/ocr_web_service/framework/cli) - [Google ADK](https://composio.dev/toolkits/ocr_web_service/framework/google-adk) - [LangChain](https://composio.dev/toolkits/ocr_web_service/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/ocr_web_service/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/ocr_web_service/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/ocr_web_service/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/ocr_web_service/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 Ocr web service to Codex ### How to install Ocr web service 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 Ocr web service MCP server, and what's possible with it? The Ocr web service MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Ocr web service account. It provides structured and secure access to your OCR operations, allowing your agent to process images, extract text, review account usage, and monitor processing logs automatically on your behalf. - Automated image-to-text recognition: Instantly have your agent perform OCR on uploaded images or documents and retrieve extracted text, including advanced output like word coordinates and formatted files. - Account usage monitoring: Let your agent fetch current subscription details, check remaining page credits, and stay on top of plan expiration dates for seamless workflow continuity. - Processing log retrieval: Ask your agent to pull detailed OCR processing logs for specific date ranges, making it easy to audit, troubleshoot, or analyze past conversions. - Credential and connection management: Have your agent securely extract and verify connection credentials from metadata whenever needed, ensuring safe and reliable access to OCR services. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `OCR_WEB_SERVICE_GET_ACCOUNT_CREDENTIALS` | Get Account Credentials | Tool to extract OCRWebService credentials (user_name, license_code) from connection metadata. Always call this before invoking OCR_WEB_SERVICE_RECOGNIZE or OCR_WEB_SERVICE_GET_ACCOUNT_INFORMATION rather than reusing cached values, as credentials may become stale. Use OCR_WEB_SERVICE_GET_ACCOUNT_INFORMATION to verify account status and quota before submitting large jobs. | | `OCR_WEB_SERVICE_GET_ACCOUNT_INFORMATION` | Get Account Information | Retrieve OCRWebService account information including remaining pages, subscription plan, and expiration date. Use this tool to check your account status before large OCR jobs — exhausted page quotas will cause OCR_WEB_SERVICE_RECOGNIZE to fail mid-run. Returns details about your subscription including pages remaining and plan expiration. If credentials are invalid or stale, retrieve fresh user_name and license_code via OCR_WEB_SERVICE_GET_ACCOUNT_CREDENTIALS before retrying. Requires valid OCRWebService credentials (username and license code). | | `OCR_WEB_SERVICE_OCR_WEB_SERVICE_LOG` | OCR Web Service Log | Tool to retrieve OCR processing logs for a date range on your account. Invalid credentials or bad date ranges return empty data rather than an error, so an empty result may indicate incorrect inputs rather than no logs. | | `OCR_WEB_SERVICE_OCR_WEB_SERVICE_RECOGNIZE` | OCRWebService Recognize | Tool to call SOAP Recognize operation. Use when performing OCR on an image to retrieve text, output document, word coordinates, and errors. Consumes page quota per call; returns HTTP 429 when limits exceeded. Check quota via OCR_WEB_SERVICE_GET_ACCOUNT_INFORMATION before large jobs; batch large PDFs in ~25–50 page chunks. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Ocr web service MCP server provides comprehensive access to Ocr web service operations through Composio. Once connected, you can perform all major Ocr web service actions directly from Codex using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Ocr web service with Codex using Composio's MCP server. Now you can interact with Ocr web service 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 Ocr web service 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 Ocr web service operations - Explore cross-app workflows by connecting more toolkits - Build automation scripts that leverage Codex's AI capabilities ## How to build Ocr web service MCP Agent with another framework - [ChatGPT](https://composio.dev/toolkits/ocr_web_service/framework/chatgpt) - [OpenAI Agents SDK](https://composio.dev/toolkits/ocr_web_service/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/ocr_web_service/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/ocr_web_service/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/ocr_web_service/framework/claude-cowork) - [Cursor](https://composio.dev/toolkits/ocr_web_service/framework/cursor) - [VS Code](https://composio.dev/toolkits/ocr_web_service/framework/vscode) - [OpenCode](https://composio.dev/toolkits/ocr_web_service/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/ocr_web_service/framework/openclaw) - [Hermes](https://composio.dev/toolkits/ocr_web_service/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/ocr_web_service/framework/cli) - [Google ADK](https://composio.dev/toolkits/ocr_web_service/framework/google-adk) - [LangChain](https://composio.dev/toolkits/ocr_web_service/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/ocr_web_service/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/ocr_web_service/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/ocr_web_service/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/ocr_web_service/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 Ocr web service MCP? With a standalone Ocr web service MCP server, the agents and LLMs can only access a fixed set of Ocr web service tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Ocr web service 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 Ocr web service tools. ### Can I manage the permissions and scopes for Ocr web service while using Tool Router? Yes, absolutely. You can configure which Ocr web service 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 Ocr web service data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)