# How to integrate Happy scribe MCP with Codex ```json { "title": "How to integrate Happy scribe MCP with Codex", "toolkit": "Happy scribe", "toolkit_slug": "happy_scribe", "framework": "Codex", "framework_slug": "codex", "url": "https://composio.dev/toolkits/happy_scribe/framework/codex", "markdown_url": "https://composio.dev/toolkits/happy_scribe/framework/codex.md", "updated_at": "2026-05-12T10:14:37.015Z" } ``` ## Introduction Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Happy scribe MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer. ## Also integrate Happy scribe with - [OpenAI Agents SDK](https://composio.dev/toolkits/happy_scribe/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/happy_scribe/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/happy_scribe/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/happy_scribe/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/happy_scribe/framework/openclaw) - [Hermes](https://composio.dev/toolkits/happy_scribe/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/happy_scribe/framework/cli) - [Google ADK](https://composio.dev/toolkits/happy_scribe/framework/google-adk) - [LangChain](https://composio.dev/toolkits/happy_scribe/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/happy_scribe/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/happy_scribe/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/happy_scribe/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/happy_scribe/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 Happy scribe to Codex ### How to install Happy scribe 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 Happy scribe MCP server, and what's possible with it? The Happy Scribe MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Happy Scribe account. It provides structured and secure access to your transcription and subtitle services, so your agent can perform actions like starting new transcriptions, generating subtitles, exporting files, and managing your transcription jobs on your behalf. - Automated transcription creation: Instantly start new transcription jobs from audio or video files using a simple agent command. - Subtitle generation for videos: Have your agent generate accurate subtitles for your video content for accessibility and localization. - Export and download transcripts or subtitles: Let your agent export completed transcriptions or subtitles in various formats for easy distribution. - Account and usage monitoring: Retrieve account details, subscription status, and API usage statistics to keep tabs on your service limits. - Transcription management and cleanup: Direct your agent to delete completed or unwanted transcription jobs, keeping your workspace organized. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `HAPPY_SCRIBE_CREATE_SUBTITLE` | Create Subtitle | Create subtitles for a video file using Happy Scribe's automatic transcription service. Submits a video URL to be processed for subtitle generation. The video must be publicly accessible during ingestion. Returns a subtitle job with an editor URL for reviewing and editing the generated subtitles. Processing states progress from 'initial' -> 'ingesting' -> 'automatic_done' (or 'failed'). Use the GET transcription endpoint to check processing status. | | `HAPPY_SCRIBE_CREATE_TRANSLATION_TASK` | Create Translation Task | Creates an AI-powered translation task to translate an existing transcription into another language. Use this after a transcription is complete (state='automatic_done') to translate it. The task runs asynchronously - use Retrieve Translation Task to check progress and get results. Note: Not all language pairs are supported (e.g., German to English may fail). | | `HAPPY_SCRIBE_DELETE_TRANSCRIPTION` | Delete Transcription | Tool to delete a transcription job. Use when you have a transcription ID and want to remove it, optionally permanently. Use after confirming the transcription ID. | | `HAPPY_SCRIBE_DELETE_WEBHOOK` | Delete Webhook | Deletes a webhook by its ID. This action is idempotent: if the webhook does not exist or was already deleted, it returns success. Use Get Webhooks to retrieve available webhook IDs. | | `HAPPY_SCRIBE_GET_ACCOUNT_DETAILS` | Get Account Details | Tool to retrieve details about your account, including subscription status and usage statistics. Use after authenticating your API key to monitor plan and usage. | | `HAPPY_SCRIBE_GET_LANGUAGE_LIST` | Get Supported Languages | Retrieve the list of supported language codes for Happy Scribe transcription services. Returns BCP-47 language codes and indicates which languages have human transcription service available. This is a static reference based on Happy Scribe's official documentation, as there is no dedicated languages API endpoint. | | `HAPPY_SCRIBE_GET_RATE_LIMIT` | Get API Rate Limit | Get Happy Scribe API rate limit information. Returns the documented rate limit for the Happy Scribe API: - Default limit: 200 requests per hour - Applies only to the transcription creation endpoint - When rate limited, API returns HTTP 429 with 'retry_in_seconds' in the body Note: Happy Scribe does not expose rate limit headers, so this tool provides documented defaults. If you encounter a 429 response during transcription creation, wait for the 'retry_in_seconds' value before retrying. For higher limits, contact sales@happyscribe.co with subject "Happy Scribe for Business". | | `HAPPY_SCRIBE_GET_SIGNED_UPLOAD_URL` | Get Signed Upload URL | Tool to get a signed URL for uploading a file to Happy Scribe's S3 storage. Use before creating a transcription or order to obtain a secure upload URL for your media file. | | `HAPPY_SCRIBE_HS_CONFIRM_ORDER` | Confirm Order | Tool to confirm a pending order. Use after creating an order with confirm=false when you're ready to submit it for processing. | | `HAPPY_SCRIBE_HS_CREATE_TRANSLATION_ORDER` | Create Translation Order | Tool to create a translation order from an existing transcription. Use when you have a completed transcription and want translations into one or more languages. By default, the order remains incomplete unless confirm=true. | | `HAPPY_SCRIBE_HS_EXPORT_TRANSCRIPTION` | Export Transcription | Creates an export job to download transcription content in various formats. Use this action after a transcription job completes (state='automatic_done'). First obtain transcription IDs using the List Transcriptions action. The export job runs asynchronously - poll the Retrieve Export action with the returned export ID to check when the download URL becomes available (state='ready'). Supported formats: - Documents: txt, docx, pdf (support timestamps, speakers, comments, highlights) - Subtitles: srt, vtt, stl (standard caption formats) - Video editing: avid, premiere, fcp (professional editing software) - Other: html, json, maxqda | | `HAPPY_SCRIBE_HS_GET_API_VERSION` | Get API Version | Tool to retrieve current API version and check for updates. If Happy Scribe does not expose a dedicated /version endpoint, this tool attempts to infer the version from HTTP response headers or from the base_url path (e.g., /api/v1). | | `HAPPY_SCRIBE_HS_GET_ERROR_CODES` | Get Error Codes | Returns a list of HTTP error codes used by the Happy Scribe API along with their descriptions. Use this tool to understand what different error responses mean when calling other Happy Scribe API endpoints. This returns static reference data matching the official Happy Scribe API documentation. | | `HAPPY_SCRIBE_HS_GET_SUPPORTED_FORMATS` | Get Supported Formats | Tool to retrieve supported file formats. Use when you need to know available input and output formats before creating a transcription or subtitle. If a dedicated '/formats' endpoint is unavailable, this action probes known endpoints to verify connectivity and returns a curated list based on official documentation. | | `HAPPY_SCRIBE_HS_GET_TRANSCRIPTION` | Get Transcription Details | Tool to retrieve details and status of a specific transcription job. Use after creating or listing transcription jobs to inspect a particular job's metadata. | | `HAPPY_SCRIBE_HS_GET_WEBHOOKS` | Get Webhooks | Tool to retrieve webhooks configured for your account. Note: Happy Scribe's public API does not have a dedicated webhooks listing endpoint. Webhooks are specified via webhook_url when creating orders. This action attempts common endpoints and returns an empty list if unavailable. | | `HAPPY_SCRIBE_HS_RETRIEVE_EXPORT` | Retrieve Export | Tool to retrieve information about a specific export. Use when you need to check export status and get download link. | | `HAPPY_SCRIBE_LIST_TRANSCRIPTIONS` | List Transcriptions | Retrieves a paginated list of transcription jobs for a Happy Scribe organization. Returns transcription metadata including ID, name, processing state, language, and duration. Supports filtering by folder and tags, with pagination for large result sets. Note: This returns metadata only; use the Export Transcription action to get actual transcript content. | | `HAPPY_SCRIBE_RETRIEVE_ORDER` | Retrieve Order | Retrieve details of a Happy Scribe order by its ID. Returns order state, pricing, operations, and inputs. Use this to check order status, verify pricing details, or get information about translation/transcription operations. The order ID is obtained from create order responses (e.g., Create Translation Order). | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Happy scribe MCP server provides comprehensive access to Happy scribe operations through Composio. Once connected, you can perform all major Happy scribe actions directly from Codex using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Happy scribe with Codex using Composio's MCP server. Now you can interact with Happy scribe 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 Happy scribe 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 Happy scribe operations - Explore cross-app workflows by connecting more toolkits - Build automation scripts that leverage Codex's AI capabilities ## How to build Happy scribe MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/happy_scribe/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/happy_scribe/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/happy_scribe/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/happy_scribe/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/happy_scribe/framework/openclaw) - [Hermes](https://composio.dev/toolkits/happy_scribe/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/happy_scribe/framework/cli) - [Google ADK](https://composio.dev/toolkits/happy_scribe/framework/google-adk) - [LangChain](https://composio.dev/toolkits/happy_scribe/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/happy_scribe/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/happy_scribe/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/happy_scribe/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/happy_scribe/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 Happy scribe MCP? With a standalone Happy scribe MCP server, the agents and LLMs can only access a fixed set of Happy scribe tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Happy scribe 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 Happy scribe tools. ### Can I manage the permissions and scopes for Happy scribe while using Tool Router? Yes, absolutely. You can configure which Happy scribe 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 Happy scribe 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)