# How to integrate Tally MCP with Codex ```json { "title": "How to integrate Tally MCP with Codex", "toolkit": "Tally", "toolkit_slug": "tally", "framework": "Codex", "framework_slug": "codex", "url": "https://composio.dev/toolkits/tally/framework/codex", "markdown_url": "https://composio.dev/toolkits/tally/framework/codex.md", "updated_at": "2026-05-12T10:27:52.163Z" } ``` ## Introduction Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Tally MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer. ## Also integrate Tally with - [OpenAI Agents SDK](https://composio.dev/toolkits/tally/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/tally/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/tally/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/tally/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/tally/framework/openclaw) - [Hermes](https://composio.dev/toolkits/tally/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/tally/framework/cli) - [Google ADK](https://composio.dev/toolkits/tally/framework/google-adk) - [LangChain](https://composio.dev/toolkits/tally/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/tally/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/tally/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/tally/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/tally/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 Tally to Codex ### How to install Tally 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 Tally MCP server, and what's possible with it? The Tally MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Tally account. It provides structured and secure access to your forms and response data, so your agent can perform actions like creating forms, retrieving responses, managing webhooks, and automating data collection workflows on your behalf. - Automated form creation and management: Have your agent create new forms, update existing ones, or delete forms as needed—no manual setup required. - Seamless response collection and analysis: Instantly fetch all responses to any form, enabling real-time data analysis, exports, or notifications. - Detailed form insights and field discovery: Retrieve comprehensive details about a form’s configuration, fields, and settings to power dynamic workflows or audits. - Webhook automation and event monitoring: Set up and manage webhooks to trigger custom actions when new responses come in, and review delivery history for full visibility. - User account and access checks: Let your agent fetch authenticated user info to confirm account status or permissions before performing sensitive operations. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `TALLY_CREATE_FORM` | Create Form | Tool to create a new form. Use after preparing block definitions and optional settings. | | `TALLY_CREATE_WEBHOOK` | Create Webhook | Tool to create a new webhook for a form. Use after confirming you have the form ID and the callback URL. | | `TALLY_DELETE_FORM` | Delete Form | Tool to delete a specific form identified by its ID. Use after confirming the form should be permanently removed. | | `TALLY_DELETE_WEBHOOK` | Delete Webhook | Tool to delete a specific webhook. Use after confirming the webhook ID. | | `TALLY_GET_FORM_DETAILS` | Get Form Details | Tool to retrieve details of a specific form. Use when you need comprehensive form metadata by ID. Use after confirming the form ID to fetch its full configuration, blocks, and stats. | | `TALLY_GET_FORM_RESPONSES` | Get Form Responses | Tool to retrieve the responses of a specific form. Use after confirming the form ID and when paginated data is needed. | | `TALLY_GET_USER_INFO` | Get User Info | Tool to retrieve information about the authenticated user. Use when you need to confirm account-level details before proceeding. Returns account/workspace context only — not form-level access; follow up with TALLY_LIST_FORMS to verify form access. Confirm the returned workspace and user context match the intended account before creating or modifying resources, as acting on the wrong context places resources in an unintended account. Do not expose sensitive response fields (e.g., tokens) in user-visible output. | | `TALLY_GET_WEBHOOK_EVENTS` | Get Webhook Events | Tool to list events associated with a specific webhook. Use when you need to inspect delivery history after creating or listing a webhook. | | `TALLY_GET_WORKSPACE` | Get Workspace | Tool to retrieve a single workspace by its ID with associated members. Use when you need to get detailed information about a specific workspace. | | `TALLY_LIST_FORM_QUESTIONS` | List Form Questions | Tool to retrieve all questions from a specific form. Use when you need to list all questions and their structure after obtaining the form ID. | | `TALLY_LIST_FORMS` | List Forms | Tool to retrieve a paginated list of forms. Use when you need to list all forms accessible to the authenticated user. | | `TALLY_LIST_ORGANIZATION_INVITES` | List Organization Invites | Tool to retrieve all pending invites in your organization. Use when you need to view or manage organization invitation status. | | `TALLY_LIST_ORGANIZATION_USERS` | List Organization Users | Tool to retrieve all users in an organization. Use when you need to list organization members or check user permissions. | | `TALLY_LIST_WEBHOOKS` | List Webhooks | Tool to retrieve a paginated list of configured webhooks. Use when you need a full listing of webhooks across your accessible forms and workspaces. | | `TALLY_LIST_WORKSPACES` | List Workspaces | Tool to retrieve a paginated list of workspaces. Use when you need to browse workspaces accessible to the authenticated user. | | `TALLY_UPDATE_FORM` | Update Form | Tool to update form details. Use after confirming the form exists and obtaining its ID. | | `TALLY_UPDATE_WEBHOOK` | Update Webhook | Tool to update an existing webhook configuration. Use when you need to modify webhook settings such as URL, event types, or enable/disable status. | | `TALLY_UPDATE_WORKSPACE` | Update Workspace | Tool to update the details of a specific workspace identified by its ID. Use when you need to rename a workspace after confirming the workspace ID. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Tally MCP server provides comprehensive access to Tally operations through Composio. Once connected, you can perform all major Tally actions directly from Codex using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Tally with Codex using Composio's MCP server. Now you can interact with Tally 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 Tally 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 Tally operations - Explore cross-app workflows by connecting more toolkits - Build automation scripts that leverage Codex's AI capabilities ## How to build Tally MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/tally/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/tally/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/tally/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/tally/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/tally/framework/openclaw) - [Hermes](https://composio.dev/toolkits/tally/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/tally/framework/cli) - [Google ADK](https://composio.dev/toolkits/tally/framework/google-adk) - [LangChain](https://composio.dev/toolkits/tally/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/tally/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/tally/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/tally/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/tally/framework/crew-ai) ## Related Toolkits - [Excel](https://composio.dev/toolkits/excel) - Microsoft Excel is a robust spreadsheet application for organizing, analyzing, and visualizing data. It's the go-to tool for calculations, reporting, and flexible data management. - [21risk](https://composio.dev/toolkits/_21risk) - 21RISK is a web app built for easy checklist, audit, and compliance management. It streamlines risk processes so teams can focus on what matters. - [Abstract](https://composio.dev/toolkits/abstract) - Abstract provides a suite of APIs for automating data validation and enrichment tasks. It helps developers streamline workflows and ensure data quality with minimal effort. - [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. - [Agenty](https://composio.dev/toolkits/agenty) - Agenty is a web scraping and automation platform for extracting data and automating browser tasks—no coding needed. It streamlines data collection, monitoring, and repetitive online actions. - [Ambee](https://composio.dev/toolkits/ambee) - Ambee is an environmental data platform providing real-time, hyperlocal APIs for air quality, weather, and pollen. Get precise environmental insights to power smarter decisions in your apps and workflows. - [Ambient weather](https://composio.dev/toolkits/ambient_weather) - Ambient Weather is a platform for personal weather stations with a robust API for accessing local, real-time, and historical weather data. Get detailed environmental insights directly from your own sensors for smarter apps and automations. - [Anonyflow](https://composio.dev/toolkits/anonyflow) - Anonyflow is a service for encryption-based data anonymization and secure data sharing. It helps organizations meet GDPR, CCPA, and HIPAA data privacy compliance requirements. - [Api ninjas](https://composio.dev/toolkits/api_ninjas) - Api ninjas offers 120+ public APIs spanning categories like weather, finance, sports, and more. Developers use it to supercharge apps with real-time data and actionable endpoints. - [Api sports](https://composio.dev/toolkits/api_sports) - Api sports is a comprehensive sports data platform covering 2,000+ competitions with live scores and 15+ years of stats. Instantly access up-to-date sports information for analysis, apps, or chatbots. - [Apify](https://composio.dev/toolkits/apify) - Apify is a cloud platform for building, deploying, and managing web scraping and automation tools called Actors. It lets you automate data extraction and workflow tasks at scale—no infrastructure headaches. - [Autom](https://composio.dev/toolkits/autom) - Autom is a lightning-fast search engine results data platform for Google, Bing, and Brave. Developers use it to access fresh, low-latency SERP data on demand. - [Beaconchain](https://composio.dev/toolkits/beaconchain) - Beaconchain is a real-time analytics platform for Ethereum 2.0's Beacon Chain. It provides detailed insights into validators, blocks, and overall network performance. - [Big data cloud](https://composio.dev/toolkits/big_data_cloud) - BigDataCloud provides APIs for geolocation, reverse geocoding, and address validation. Instantly access reliable location intelligence to enhance your applications and workflows. - [Bigpicture io](https://composio.dev/toolkits/bigpicture_io) - BigPicture.io offers APIs for accessing detailed company and profile data. Instantly enrich your applications with up-to-date insights on 20M+ businesses. - [Bitquery](https://composio.dev/toolkits/bitquery) - Bitquery is a blockchain data platform offering indexed, real-time, and historical data from 40+ blockchains via GraphQL APIs. Get unified, reliable access to complex on-chain data for analytics, trading, and research. - [Brightdata](https://composio.dev/toolkits/brightdata) - Brightdata is a leading web data platform offering advanced scraping, SERP APIs, and anti-bot tools. It lets you collect public web data at scale, bypassing blocks and friction. - [Builtwith](https://composio.dev/toolkits/builtwith) - BuiltWith is a web technology profiler that uncovers the technologies powering any website. Gain actionable insights into analytics, hosting, and content management stacks for smarter research and lead generation. - [Byteforms](https://composio.dev/toolkits/byteforms) - Byteforms is an all-in-one platform for creating forms, managing submissions, and integrating data. It streamlines workflows by centralizing form data collection and automation. - [Cabinpanda](https://composio.dev/toolkits/cabinpanda) - Cabinpanda is a data collection platform for building and managing online forms. It helps streamline how you gather, organize, and analyze responses. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Tally MCP? With a standalone Tally MCP server, the agents and LLMs can only access a fixed set of Tally tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Tally 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 Tally tools. ### Can I manage the permissions and scopes for Tally while using Tool Router? Yes, absolutely. You can configure which Tally 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 Tally data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)