# How to integrate Ragic MCP with Codex ```json { "title": "How to integrate Ragic MCP with Codex", "toolkit": "Ragic", "toolkit_slug": "ragic", "framework": "Codex", "framework_slug": "codex", "url": "https://composio.dev/toolkits/ragic/framework/codex", "markdown_url": "https://composio.dev/toolkits/ragic/framework/codex.md", "updated_at": "2026-05-12T10:23:18.149Z" } ``` ## Introduction Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Ragic MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer. ## Also integrate Ragic with - [OpenAI Agents SDK](https://composio.dev/toolkits/ragic/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/ragic/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/ragic/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/ragic/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/ragic/framework/openclaw) - [Hermes](https://composio.dev/toolkits/ragic/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/ragic/framework/cli) - [Google ADK](https://composio.dev/toolkits/ragic/framework/google-adk) - [LangChain](https://composio.dev/toolkits/ragic/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/ragic/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/ragic/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/ragic/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/ragic/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 Ragic to Codex ### How to install Ragic 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 Ragic MCP server, and what's possible with it? The Ragic MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Ragic account. It provides structured and secure access to your Ragic databases, enabling your agent to search, filter, and analyze records just like you would on the Ragic platform. - Powerful record search: Instruct your agent to quickly find specific database records using keywords, fields, or filters across your Ragic tables. - Automated data analysis: Let your agent scan through records to extract insights, summarize trends, or identify outliers without manual effort. - Custom query execution: Have the agent run tailored searches to surface exactly the information you need from your custom Ragic forms and sheets. - Real-time database lookup: Ask your agent to instantly retrieve up-to-date details from any Ragic database for reporting, decision-making, or workflow automation. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `RAGIC_DELETE_ENTRY` | Delete Entry | Tool to delete an entry from a Ragic sheet. Use when you need to remove a specific record from a sheet by its record ID. | | `RAGIC_DOWNLOAD_FILE` | Download File | Tool to download uploaded files, images, or email attachments from Ragic. Use the file reference returned from API responses (e.g., from record fields). | | `RAGIC_GET_ACTION_BUTTONS` | Get Action Buttons | Tool to retrieve the list of available action buttons on a Ragic sheet. Returns action button IDs and names. Use category=massOperation to get buttons available for mass operations. | | `RAGIC_GET_CUSTOM_PRINT_REPORT` | Get Custom Print Report | Tool to retrieve a custom print report for a Ragic record in various formats (pdf, png, docx). Use when you need to generate and download a formatted report using a specific template. | | `RAGIC_GET_ENTRY` | Get Entry | Tool to retrieve a single entry from a Ragic sheet by its record ID. Use when you need to fetch specific record data including field values and optional subtable data. | | `RAGIC_GET_RECORD_AS_PDF` | Get Record as PDF | Tool to retrieve a PDF version of a Ragic record. Use when you need to export or download a record in PDF format. The PDF will contain the full record data in a formatted document. | | `RAGIC_SEARCH_RECORDS` | Search Records | Search Records | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Ragic MCP server provides comprehensive access to Ragic operations through Composio. Once connected, you can perform all major Ragic actions directly from Codex using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Ragic with Codex using Composio's MCP server. Now you can interact with Ragic 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 Ragic 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 Ragic operations - Explore cross-app workflows by connecting more toolkits - Build automation scripts that leverage Codex's AI capabilities ## How to build Ragic MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/ragic/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/ragic/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/ragic/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/ragic/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/ragic/framework/openclaw) - [Hermes](https://composio.dev/toolkits/ragic/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/ragic/framework/cli) - [Google ADK](https://composio.dev/toolkits/ragic/framework/google-adk) - [LangChain](https://composio.dev/toolkits/ragic/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/ragic/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/ragic/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/ragic/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/ragic/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 Ragic MCP? With a standalone Ragic MCP server, the agents and LLMs can only access a fixed set of Ragic tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Ragic 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 Ragic tools. ### Can I manage the permissions and scopes for Ragic while using Tool Router? Yes, absolutely. You can configure which Ragic 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 Ragic data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)