# Openai CLI for AI Agents ```json { "title": "Openai CLI for AI Agents", "toolkit": "Openai", "toolkit_slug": "openai", "framework": "CLI", "framework_slug": "cli", "url": "https://composio.dev/toolkits/openai/framework/cli", "markdown_url": "https://composio.dev/toolkits/openai/framework/cli.md", "updated_at": "2026-05-06T08:22:11.535Z" } ``` ## Introduction CLIs are eating MCPs. The industry is converging on the very same idea. MCPs for all their merit can be token hungry, slow, and unreliable for complex tool chaining. However, coding agents have become incredibly good at working with CLIs, and in fact they are far more comfortable working with CLI tools than MCP. With Composio's Universal CLI, your coding agents can talk to over 1000+ SaaS applications. With Openai, agents can list all available openai models, upload a file for fine-tuning, create a new assistant with gpt-4, and more — all without worrying about authentication. This guide walks you through Composio Universal CLI and explains how you can connect it with coding agents like Claude Code, Codex, OpenCode, etc, for end-to-end Openai automation. ## Also integrate Openai with - [ChatGPT](https://composio.dev/toolkits/openai/framework/chatgpt) - [OpenAI Agents SDK](https://composio.dev/toolkits/openai/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/openai/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/openai/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/openai/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/openai/framework/codex) - [Cursor](https://composio.dev/toolkits/openai/framework/cursor) - [VS Code](https://composio.dev/toolkits/openai/framework/vscode) - [OpenCode](https://composio.dev/toolkits/openai/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/openai/framework/openclaw) - [Hermes](https://composio.dev/toolkits/openai/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/openai/framework/google-adk) - [LangChain](https://composio.dev/toolkits/openai/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/openai/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/openai/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/openai/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/openai/framework/crew-ai) ## TL;DR The idea behind building the universal CLI is to give agents a single command interface to interact with all your external applications. Here's what you'll get with it: - Agent-friendly: Coding agents like Claude Code, Codex, and OpenCode can use CLI tools natively — no MCP setup required. - Authentication handled: Connect once via OAuth or API Key, and all CLI commands work with your credentials automatically. - Tool discovery: Search, inspect, and execute 20,000+ tools across 1000+ apps from one interface. - Trigger support: Use triggers to listen for events across your apps, powered by real-time webhooks or polling under the hood. - Type generation: Generate typed schemas for autocomplete and type safety in your projects. ## Connect Openai to CLI ### Prerequisites Install the Composio CLI, authenticate, and initialize your project: ```bash # Install the Composio CLI curl -fsSL https://composio.dev/install | bash # Authenticate with Composio composio login ``` ## What is the Openai MCP server, and what's possible with it? The Openai MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your OpenAI account. It provides structured and secure access to your models, assistants, files, threads, and fine-tuning jobs, so your agent can perform actions like managing assistants, handling conversations, uploading or organizing files, and working with OpenAI models on your behalf. - Assistant and conversation management: Quickly create, update, or delete OpenAI assistants and manage threads or messages for seamless conversational flows. - File uploads and organization: Let your agent upload new files, list all uploaded documents, or delete unnecessary files to keep your workspace tidy. - Model discovery and utilization: Effortlessly list all available OpenAI models—including vision and multimodal—and retrieve their details to choose the best fit for your tasks. - Fine-tuning job insights: View a complete list of your organization's fine-tune jobs and track their progress or review results as needed. - Thread and run management: Create, modify, or inspect threads and run steps to fully control and monitor interactive agent conversations. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `OPENAI_CREATE_ASSISTANT` | Create Assistant | Tool to create a new assistant with specified parameters. use after finalizing model, tools, and instructions. | | `OPENAI_CREATE_MESSAGE` | Create Message | Tool to create a new message in a specific thread. use when adding messages to an existing conversation after confirming the thread id. | | `OPENAI_CREATE_THREAD` | Create Thread | Tool to create a new thread. use when initializing a conversation with optional starter messages. | | `OPENAI_DELETE_ASSISTANT` | Delete assistant | Tool to delete a specific assistant by its id. use when you need to remove an assistant after confirming its id. | | `OPENAI_DELETE_FILE` | Delete file | Tool to delete a file. use when you need to remove an uploaded file by its id after confirming the target. | | `OPENAI_LIST_FILES` | List files | Tool to retrieve a list of files. use when you need to view all files uploaded to your organization. | | `OPENAI_LIST_FINE_TUNES` | List fine-tunes | Tool to list your organization's fine-tuning jobs. use when you need to review all fine-tune runs. | | `OPENAI_LIST_MODELS` | List models | Tool to list available models. use when you need to discover which models you can call. use after confirming your api key is valid. | | `OPENAI_LIST_RUN_STEPS` | List run steps | Tool to retrieve all steps of a specific run. use when you need to inspect each step's details after initiating a run. | | `OPENAI_MODIFY_THREAD` | Modify thread | Tool to modify an existing thread's metadata. use after obtaining the thread id when you need to update metadata. | | `OPENAI_RETRIEVE_ASSISTANT` | Retrieve assistant | Tool to retrieve details of a specific assistant. use when you need to confirm assistant metadata before performing further operations. | | `OPENAI_RETRIEVE_MODEL` | Retrieve model | Tool to retrieve details of a specific model. use when you have a model id and need to confirm its metadata before using it. | | `OPENAI_RETRIEVE_THREAD` | Retrieve thread | Tool to retrieve details of a specific thread by its id. use when you need to fetch thread metadata before listing messages. | | `OPENAI_UPLOAD_FILE` | Upload file | Tool to upload a file for use across openai endpoints. use before referencing the file in tasks like fine-tuning. | ## Supported Triggers None listed. ## Complete Code None listed. ## Conclusion - Try asking your coding agent to perform various Openai operations - Explore cross-app workflows by connecting more toolkits - Set up triggers for real-time automation - Use composio generate for typed schemas in your projects ## How to build Openai MCP Agent with another framework - [ChatGPT](https://composio.dev/toolkits/openai/framework/chatgpt) - [OpenAI Agents SDK](https://composio.dev/toolkits/openai/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/openai/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/openai/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/openai/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/openai/framework/codex) - [Cursor](https://composio.dev/toolkits/openai/framework/cursor) - [VS Code](https://composio.dev/toolkits/openai/framework/vscode) - [OpenCode](https://composio.dev/toolkits/openai/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/openai/framework/openclaw) - [Hermes](https://composio.dev/toolkits/openai/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/openai/framework/google-adk) - [LangChain](https://composio.dev/toolkits/openai/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/openai/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/openai/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/openai/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/openai/framework/crew-ai) ## Related Toolkits - [Composio](https://composio.dev/toolkits/composio) - Composio is an integration platform that connects AI agents with hundreds of business tools. It streamlines authentication and lets you trigger actions across services—no custom code needed. - [Composio search](https://composio.dev/toolkits/composio_search) - Composio search is a unified web search toolkit spanning travel, e-commerce, news, financial markets, images, and more. It lets you and your apps tap into up-to-date web data from a single, easy-to-integrate service. - [Perplexityai](https://composio.dev/toolkits/perplexityai) - Perplexityai delivers natural, conversational AI models for generating human-like text. Instantly get context-aware, high-quality responses for chat, search, or complex workflows. - [Browser tool](https://composio.dev/toolkits/browser_tool) - Browser tool is a virtual browser integration that lets AI agents interact with the web programmatically. It enables automated browsing, scraping, and action-taking from any AI workflow. - [Ai ml api](https://composio.dev/toolkits/ai_ml_api) - Ai ml api is a suite of AI/ML models for natural language and image tasks. It provides fast, scalable access to advanced AI capabilities for your apps and workflows. - [Aivoov](https://composio.dev/toolkits/aivoov) - Aivoov is an AI-powered text-to-speech platform offering 1,000+ voices in over 150 languages. Instantly turn written content into natural, human-like audio for any application. - [All images ai](https://composio.dev/toolkits/all_images_ai) - All-Images.ai is an AI-powered image generation and management platform. It helps you create, search, and organize images effortlessly with advanced AI capabilities. - [Anthropic administrator](https://composio.dev/toolkits/anthropic_administrator) - Anthropic administrator is an API for managing Anthropic organizational resources like members, workspaces, and API keys. It helps you automate admin tasks and streamline resource management across your Anthropic organization. - [Api labz](https://composio.dev/toolkits/api_labz) - Api labz is a platform offering a suite of AI-driven APIs and workflow tools. It helps developers automate tasks and build smarter, more efficient applications. - [Apipie ai](https://composio.dev/toolkits/apipie_ai) - Apipie ai is an AI model aggregator offering a single API for accessing top AI models from multiple providers. It helps developers build cost-efficient, latency-optimized AI solutions without juggling multiple integrations. - [Astica ai](https://composio.dev/toolkits/astica_ai) - Astica ai provides APIs for computer vision, NLP, and voice synthesis. Integrate advanced AI features into your app with a single API key. - [Bigml](https://composio.dev/toolkits/bigml) - BigML is a machine learning platform that lets you build, train, and deploy predictive models from your data. Its intuitive interface and robust API make machine learning accessible and efficient. - [Botbaba](https://composio.dev/toolkits/botbaba) - Botbaba is a platform for building, managing, and deploying conversational AI chatbots across messaging channels. It streamlines chatbot automation, making it easier to integrate AI into customer interactions. - [Botpress](https://composio.dev/toolkits/botpress) - Botpress is an open-source platform for building, deploying, and managing chatbots. It helps teams automate conversations and deliver rich, interactive messaging experiences. - [Chatbotkit](https://composio.dev/toolkits/chatbotkit) - Chatbotkit is a platform for building and managing AI-powered chatbots using robust APIs and SDKs. It lets you easily add conversational AI to your apps for better user engagement. - [Cody](https://composio.dev/toolkits/cody) - Cody is an AI assistant built for businesses, trained on your company's knowledge and data. It delivers instant answers and insights, tailored for your team. - [Context7 MCP](https://composio.dev/toolkits/context7_mcp) - Context7 MCP delivers live, version-specific code docs and examples right from the source. It helps developers and AI agents instantly retrieve authoritative programming info—no more out-of-date docs. - [Customgpt](https://composio.dev/toolkits/customgpt) - CustomGPT.ai lets you build and deploy chatbots tailored to your own data and business needs. Get precise and context-aware AI conversations without writing code. - [Datarobot](https://composio.dev/toolkits/datarobot) - Datarobot is a machine learning platform that automates model development, deployment, and monitoring. It empowers organizations to quickly gain predictive insights from large datasets. - [Deepgram](https://composio.dev/toolkits/deepgram) - Deepgram is an AI-powered speech recognition platform for accurate audio transcription and understanding. It enables fast, scalable speech-to-text with advanced audio intelligence features. ## Frequently Asked Questions ### What is the Composio Universal CLI? The Composio Universal CLI is a single command-line interface that lets coding agents and developers interact with 1000+ SaaS applications. It handles authentication, tool discovery, action execution, and trigger setup — all from the terminal, without needing to configure MCP servers. ### Which coding agents work with the Composio CLI? Any coding agent that can run shell commands works with the Composio CLI — including Claude Code, Codex, OpenCode, OpenClaw, and others. Once the CLI is installed, agents automatically discover and use the composio commands to interact with Openai and other connected apps. ### How is the CLI different from using an MCP server for Openai? MCP servers require configuration and can be token-heavy for complex workflows. The CLI gives agents a direct, lightweight interface — no server setup needed. Agents simply call composio commands like any other shell tool. It's faster to set up, more reliable for multi-step tool chaining, and works natively with how coding agents already operate. ### How safe is my Openai data when using the Composio CLI? 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 Openai data and credentials are handled as safely as possible. You can also bring your own OAuth credentials for full control. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)