# How to integrate Google Docs MCP with Codex ```json { "title": "How to integrate Google Docs MCP with Codex", "toolkit": "Google Docs", "toolkit_slug": "googledocs", "framework": "Codex", "framework_slug": "codex", "url": "https://composio.dev/toolkits/googledocs/framework/codex", "markdown_url": "https://composio.dev/toolkits/googledocs/framework/codex.md", "updated_at": "2026-05-06T08:14:17.274Z" } ``` ## Introduction Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Google Docs MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer. ## Also integrate Google Docs with - [ChatGPT](https://composio.dev/toolkits/googledocs/framework/chatgpt) - [OpenAI Agents SDK](https://composio.dev/toolkits/googledocs/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/googledocs/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/googledocs/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/googledocs/framework/claude-cowork) - [Cursor](https://composio.dev/toolkits/googledocs/framework/cursor) - [VS Code](https://composio.dev/toolkits/googledocs/framework/vscode) - [OpenCode](https://composio.dev/toolkits/googledocs/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/googledocs/framework/openclaw) - [Hermes](https://composio.dev/toolkits/googledocs/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/googledocs/framework/cli) - [Google ADK](https://composio.dev/toolkits/googledocs/framework/google-adk) - [LangChain](https://composio.dev/toolkits/googledocs/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/googledocs/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/googledocs/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/googledocs/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/googledocs/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 870+ other Apps for cross-app workflows. It loads the tools you need, so GPTs aren't overwhelmed by tools you don't need. ## Connect Google Docs to Codex ### How to install Google Docs 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 Google Docs MCP server, and what's possible with it? The Google Docs MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Google Docs account. It provides structured and secure access to your documents, so your agent can create, copy, edit, and organize Google Docs on your behalf. - Automated document creation and duplication: Let your agent generate new Google Docs from scratch or copy existing documents to quickly use templates or preserve originals. - Rich content editing and formatting: Direct your agent to add headers, footers, footnotes, bullet lists, and more—making it easy to update and format documents programmatically. - Targeted content manipulation: Have your agent delete specific content ranges, paragraphs, or sections within any document to keep your files up to date. - Named range management: Empower your agent to create and manage named ranges for easier referencing, collaboration, and advanced document workflows. - Markdown-based document generation: Allow the agent to create new Google Docs directly from markdown content, streamlining content migration from other tools or sources. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `GOOGLEDOCS_COPY_DOCUMENT` | Copy Google Document | Tool to create a copy of an existing google document. use this to duplicate a document, for example, when using an existing document as a template. the copied document will have a default title (e.g., 'copy of [original title]') if no new title is provided, and will be placed in the user's root google drive folder. | | `GOOGLEDOCS_CREATE_DOCUMENT` | Create a document | Creates a new google docs document using the provided title as filename and inserts the initial text at the beginning if non-empty, returning the document's id and metadata (excluding body content). | | `GOOGLEDOCS_CREATE_DOCUMENT_MARKDOWN` | Create Document Markdown | Creates a new google docs document, optionally initializing it with a title and content provided as markdown text. | | `GOOGLEDOCS_CREATE_FOOTER` | Create Footer | Tool to create a new footer in a google document. use when you need to add a footer, optionally specifying its type and the section it applies to. | | `GOOGLEDOCS_CREATE_FOOTNOTE` | Create Footnote | Tool to create a new footnote in a google document. use this when you need to add a footnote at a specific location or at the end of the document body. | | `GOOGLEDOCS_CREATE_HEADER` | Create Header | Tool to create a new header in a google document. use this tool when you need to add a header to a document, optionally specifying the section it applies to. | | `GOOGLEDOCS_CREATE_NAMED_RANGE` | Create Named Range | Tool to create a new named range in a google document. use this to assign a name to a specific part of the document for easier reference or programmatic manipulation. | | `GOOGLEDOCS_CREATE_PARAGRAPH_BULLETS` | Create Paragraph Bullets | Tool to add bullets to paragraphs within a specified range in a google document. use when you need to format a list or a set of paragraphs as bullet points. | | `GOOGLEDOCS_DELETE_CONTENT_RANGE` | Delete Content Range in Document | Tool to delete a range of content from a google document. use when you need to remove a specific portion of text or other structural elements within a document. | | `GOOGLEDOCS_DELETE_FOOTER` | Delete Footer | Tool to delete a footer from a google document. use when you need to remove a footer from a specific section or the default footer. | | `GOOGLEDOCS_DELETE_HEADER` | Delete Header | Deletes the header from the specified section or the default header if no section is specified. use this tool to remove a header from a google document. | | `GOOGLEDOCS_DELETE_NAMED_RANGE` | Delete Named Range | Tool to delete a named range from a google document. use when you need to remove a previously defined named range by its id or name. | | `GOOGLEDOCS_DELETE_PARAGRAPH_BULLETS` | Delete Paragraph Bullets | Tool to remove bullets from paragraphs within a specified range in a google document. use when you need to clear bullet formatting from a section of a document. | | `GOOGLEDOCS_DELETE_TABLE` | Delete Table | Tool to delete an entire table from a google document. use when you have the document id and the specific start and end index of the table element to be removed. the table's range can be found by inspecting the document's content structure. | | `GOOGLEDOCS_DELETE_TABLE_COLUMN` | Delete Table Column | Tool to delete a column from a table in a google document. use this tool when you need to remove a specific column from an existing table within a document. | | `GOOGLEDOCS_DELETE_TABLE_ROW` | Delete Table Row | Tool to delete a row from a table in a google document. use when you need to remove a specific row from an existing table. | | `GOOGLEDOCS_GET_CHARTS_FROM_SPREADSHEET` | Get Charts from Spreadsheet | Tool to retrieve a list of all charts from a specified google sheets spreadsheet. use when you need to get chart ids and their specifications for embedding or referencing elsewhere, such as in google docs. | | `GOOGLEDOCS_GET_DOCUMENT_BY_ID` | Get document by id | Retrieves an existing google document by its id; will error if the document is not found. | | `GOOGLEDOCS_INSERT_INLINE_IMAGE` | Insert Inline Image | Tool to insert an image from a given uri at a specified location in a google document as an inline image. use when you need to add an image to a document programmatically. | | `GOOGLEDOCS_INSERT_PAGE_BREAK` | Insert Page Break | Tool to insert a page break into a google document. use when you need to start new content on a fresh page, such as at the end of a chapter or section. | | `GOOGLEDOCS_INSERT_TABLE_ACTION` | Insert Table in Google Doc | Tool to insert a table into a google document. use when you need to add a new table at a specific location or at the end of a segment (like document body, header, or footer) in a document. | | `GOOGLEDOCS_INSERT_TABLE_COLUMN` | Insert Table Column | Tool to insert a new column into a table in a google document. use this tool when you need to add a column to an existing table at a specific location. | | `GOOGLEDOCS_INSERT_TEXT_ACTION` | Insert Text into Document | Tool to insert a string of text at a specified location within a google document. use when you need to add new text content to an existing document. | | `GOOGLEDOCS_LIST_SPREADSHEET_CHARTS_ACTION` | List Charts from Spreadsheet | Tool to retrieve a list of charts with their ids and metadata from a google sheets spreadsheet. use to identify charts available for embedding into google docs. | | `GOOGLEDOCS_REPLACE_ALL_TEXT` | Replace All Text in Document | Tool to replace all occurrences of a specified text string with another text string throughout a google document. use when you need to perform a global find and replace operation within a document. | | `GOOGLEDOCS_REPLACE_IMAGE` | Replace Image in Document | Tool to replace a specific image in a document with a new image from a uri. use when you need to update an existing image within a google doc. | | `GOOGLEDOCS_SEARCH_DOCUMENTS` | Search Documents | Search for google documents using various filters including name, content, date ranges, and more. | | `GOOGLEDOCS_UNMERGE_TABLE_CELLS` | Unmerge Table Cells | Tool to unmerge previously merged cells in a table. use this when you need to revert merged cells in a google document table back to their individual cell states. | | `GOOGLEDOCS_UPDATE_DOCUMENT_MARKDOWN` | Update Document Markdown | Replaces the entire content of an existing google docs document with new markdown text; requires edit permissions for the document. | | `GOOGLEDOCS_UPDATE_DOCUMENT_STYLE` | Update Document Style | Tool to update the overall document style, such as page size, margins, and default text direction. use when you need to modify the global style settings of a google document. | | `GOOGLEDOCS_UPDATE_EXISTING_DOCUMENT` | Update existing document | Applies programmatic edits, such as text insertion, deletion, or formatting, to a specified google doc using the `batchupdate` api method. | | `GOOGLEDOCS_UPDATE_TABLE_ROW_STYLE` | Update Table Row Style | Tool to update the style of a table row in a google document. use when you need to modify the appearance of specific rows within a table, such as setting minimum row height or marking rows as headers. | ## Supported Triggers | Trigger slug | Name | Description | |---|---|---| | `GOOGLEDOCS_DOCUMENT_CREATED_TRIGGER` | New Document Created | Triggers when a new Google Doc is created. This trigger monitors Google Docs and fires when new documents are detected. Uses timestamp filtering to efficiently poll for new documents. | | `GOOGLEDOCS_DOCUMENT_DELETED_TRIGGER` | Document Deleted | Triggers when an existing Google Doc is deleted (moved to trash). This trigger monitors Google Docs and fires when documents are trashed. | | `GOOGLEDOCS_DOCUMENT_PLACEHOLDER_FILLED_TRIGGER` | Document Placeholder Filled | Triggers when a Google Doc's plain text changes such that a configured placeholder token/pattern is no longer present (i.e., the document has been filled in). This trigger monitors a specific Google Doc and fires when a placeholder pattern that was previously present is no longer found in the document's plain text. | | `GOOGLEDOCS_DOCUMENT_SEARCH_UPDATE_TRIGGER` | Document Search Update | Triggers when a Google Doc matching a user-defined search query is newly created or updated since the last poll. This trigger uses timestamp filtering to efficiently monitor documents. | | `GOOGLEDOCS_DOCUMENT_STRUCTURE_CHANGED_TRIGGER` | Document Structure Changed | Triggers when a Google Doc's structure changes (headers/footers added/removed, tables/images count changes). This trigger monitors a specific document for structural changes like: - Headers added or removed - Footers added or removed - Tables added or removed - Images (inline objects) added or removed - Positioned objects added or removed - Footnotes added or removed | | `GOOGLEDOCS_DOCUMENT_UPDATED_TRIGGER` | Document Updated | Triggers when an existing Google Doc is updated or modified. This trigger monitors Google Docs and fires when documents are updated. | | `GOOGLEDOCS_DOCUMENT_WORD_COUNT_THRESHOLD_TRIGGER` | Document Word Count Threshold | Triggers when a Google Doc's word/character count crosses a user-defined threshold. This trigger monitors a specific Google Doc and fires when its word or character count becomes greater than or equal to the configured threshold value. | | `GOOGLEDOCS_FOLDER_CREATED_TRIGGER` | New Folder Created in Root | Triggers when a new folder is created in the root folder of Google Drive. This trigger monitors Google Drive and fires when new folders are detected in the root directory. | | `GOOGLEDOCS_KEYWORD_DETECTED_TRIGGER` | Keyword Detected in Document | Triggers when a specific keyword or phrase first appears in a Google Doc. This trigger monitors a Google Doc and fires once when the specified keyword is detected. After the keyword is found, the trigger will not fire again until reset. | | `GOOGLEDOCS_PAGE_ADDED_TRIGGER` | New Document Added | Triggers when a new Google Doc is added/created. This trigger monitors Google Docs and fires when new documents are detected. | ## Creating MCP Server - Stand-alone vs Composio SDK The Google Docs MCP server provides comprehensive access to Google Docs operations through Composio. Once connected, you can perform all major Google Docs actions directly from Codex using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Google Docs with Codex using Composio's MCP server. Now you can interact with Google Docs 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 Google Docs operations - Managed authentication through Composio - Access to 20,000+ tools across 870+ apps for cross-app workflows - CodeAct workbench for complex tool chaining Next steps: - Try asking Codex to perform various Google Docs operations - Explore cross-app workflows by connecting more toolkits - Build automation scripts that leverage Codex's AI capabilities ## How to build Google Docs MCP Agent with another framework - [ChatGPT](https://composio.dev/toolkits/googledocs/framework/chatgpt) - [OpenAI Agents SDK](https://composio.dev/toolkits/googledocs/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/googledocs/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/googledocs/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/googledocs/framework/claude-cowork) - [Cursor](https://composio.dev/toolkits/googledocs/framework/cursor) - [VS Code](https://composio.dev/toolkits/googledocs/framework/vscode) - [OpenCode](https://composio.dev/toolkits/googledocs/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/googledocs/framework/openclaw) - [Hermes](https://composio.dev/toolkits/googledocs/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/googledocs/framework/cli) - [Google ADK](https://composio.dev/toolkits/googledocs/framework/google-adk) - [LangChain](https://composio.dev/toolkits/googledocs/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/googledocs/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/googledocs/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/googledocs/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/googledocs/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 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. - [Docmosis](https://composio.dev/toolkits/docmosis) - Docmosis generates PDF and Word documents from user-defined templates. It's perfect for merging data fields to quickly produce reports, invoices, and business letters. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Google Docs MCP? With a standalone Google Docs MCP server, the agents and LLMs can only access a fixed set of Google Docs tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Google Docs 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 Google Docs tools. ### Can I manage the permissions and scopes for Google Docs while using Tool Router? Yes, absolutely. You can configure which Google Docs 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 Google Docs data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)