# How to integrate Apipie ai MCP with Codex ```json { "title": "How to integrate Apipie ai MCP with Codex", "toolkit": "Apipie ai", "toolkit_slug": "apipie_ai", "framework": "Codex", "framework_slug": "codex", "url": "https://composio.dev/toolkits/apipie_ai/framework/codex", "markdown_url": "https://composio.dev/toolkits/apipie_ai/framework/codex.md", "updated_at": "2026-05-12T10:01:39.030Z" } ``` ## Introduction Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Apipie ai MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer. ## Also integrate Apipie ai with - [OpenAI Agents SDK](https://composio.dev/toolkits/apipie_ai/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/apipie_ai/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/apipie_ai/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/apipie_ai/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/apipie_ai/framework/openclaw) - [Hermes](https://composio.dev/toolkits/apipie_ai/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/apipie_ai/framework/cli) - [Google ADK](https://composio.dev/toolkits/apipie_ai/framework/google-adk) - [LangChain](https://composio.dev/toolkits/apipie_ai/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/apipie_ai/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/apipie_ai/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/apipie_ai/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/apipie_ai/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 Apipie ai to Codex ### How to install Apipie ai 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 Apipie ai MCP server, and what's possible with it? The Apipie ai MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Apipie ai account. It provides structured and secure access to a wide range of AI models and vector operations, so your agent can perform actions like listing models, checking restrictions, managing vectors, and analyzing usage history on your behalf. - Model discovery and selection: Instantly fetch a comprehensive list of available AI models, filter by type or provider, and stay up-to-date with the latest model options. - Model restriction checks: Retrieve country-specific deployment restrictions, helping you ensure compliance and make informed choices before launching models in new regions. - Vector data management: Effortlessly delete entire vector collections or specific vectors, enabling your agent to keep your data storage clean and up to date. - Usage analytics and auditing: Access historical API query logs—see latency, token usage, costs, and source IPs—so you can monitor performance, manage expenses, and audit activity anytime. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `APIPIE_AI_ANONYMIZE_TEXT` | Anonymize Sensitive Text | Anonymize sensitive entities (PII) in text for data privacy and compliance. Use this tool to detect and replace personally identifiable information like names, phone numbers, locations, and other sensitive data with truncated SHA-256 hashes. Returns both the anonymized text and mappings showing what was replaced. | | `APIPIE_AI_CREATE_VECTOR_COLLECTION` | Create Vector Collection | Create a new vector collection (Pinecone-style index and namespace combined) in APIpie. Use this when you need to set up a new vector database for storing embeddings with a specific dimension. The dimension must match the embedding model you'll use (e.g., 1536 for OpenAI text-embedding-ada-002). | | `APIPIE_AI_DELETE_STATE` | Delete state | Tool to delete state settings from APIpie. Without query parameter deletes app-level state; with query parameter deletes specific user state. Use after configuring state to remove unwanted state records or reset configuration. | | `APIPIE_AI_DELETE_VECTORS` | Delete Vectors | Delete vectors from a vector collection in APIpie. Use this tool to: - Delete ALL vectors in a collection: set delete_all=True (requires credits) - Delete specific vectors: set delete_all=False and provide a list of vector IDs Note: Deleting by metadata filter is not currently supported - you must specify vector IDs. | | `APIPIE_AI_GET_DETAILED_MODELS` | Get Detailed Models | Fetch detailed information about available AI models including pricing, capabilities, and specifications. Use when you need comprehensive model data with pricing rates, token limits, modality support, and benchmark scores. | | `APIPIE_AI_GET_QUERY_HISTORY` | Get query history | Tool to retrieve historic API usage logs including latency, token counts, costs, and source IP. Use after authenticating to analyze past queries for cost management, performance monitoring, or auditing. | | `APIPIE_AI_GET_STATE` | Get state | Tool to retrieve current state settings including user preferences, memory configuration, and routing settings. Use when you need to check or audit the current configuration for an app or specific user. | | `APIPIE_AI_LIST_MODELS` | List AI Models | Fetch a list of available AI models from APIPie. Use this tool when you need: - Up-to-date model listings with filtering by type, subtype, or provider - Voice model listings (set voices=true) - Country restriction information (set restrictions=true) Returns models with pricing, latency, availability, and capability information. | | `APIPIE_AI_LIST_VECTOR_COLLECTIONS` | List Vector Collections | Tool to retrieve a list of all vector collections under your account. Use when you need to view available collections before performing vector operations like querying, upserting, or deleting vectors. | | `APIPIE_AI_PARSE_DOCUMENT` | Parse Document | Tool to parse document content and metadata using Apache Tika. Extract text and metadata from various document formats (PDF, DOCX, TXT, etc.). Use when you need to extract readable text or metadata from uploaded documents. | | `APIPIE_AI_TRANSCRIBE_AUDIO` | Transcribe audio to text | Tool to transcribe audio files to text using AI speech-to-text models like Whisper. Use when you need to convert spoken audio into written text. Supports multiple models and output formats. | | `APIPIE_AI_UPDATE_STATE` | Update State Settings | Tool to create or update state settings in APIpie, including configurations, deletions, and feature toggling at app or user levels. Use when you need to manage persistent state for AI completions, memory, routing, or other APIpie features. | | `APIPIE_AI_UPLOAD_FILE` | Upload File | Upload a file to APIPie and retrieve a temporary URL. Use when you need to upload an image file and get a shareable URL. Supports image formats (.png, .jpg, .jpeg, .svg, .gif, .bmp, .tif, .tiff, .webp) with a maximum size limit of 5MB. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Apipie ai MCP server provides comprehensive access to Apipie ai operations through Composio. Once connected, you can perform all major Apipie ai actions directly from Codex using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Apipie ai with Codex using Composio's MCP server. Now you can interact with Apipie ai 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 Apipie ai 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 Apipie ai operations - Explore cross-app workflows by connecting more toolkits - Build automation scripts that leverage Codex's AI capabilities ## How to build Apipie ai MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/apipie_ai/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/apipie_ai/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/apipie_ai/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/apipie_ai/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/apipie_ai/framework/openclaw) - [Hermes](https://composio.dev/toolkits/apipie_ai/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/apipie_ai/framework/cli) - [Google ADK](https://composio.dev/toolkits/apipie_ai/framework/google-adk) - [LangChain](https://composio.dev/toolkits/apipie_ai/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/apipie_ai/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/apipie_ai/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/apipie_ai/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/apipie_ai/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. - [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. - [DeepImage](https://composio.dev/toolkits/deepimage) - DeepImage is an AI-powered image enhancer and upscaler. Get higher-quality images with just a few clicks. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Apipie ai MCP? With a standalone Apipie ai MCP server, the agents and LLMs can only access a fixed set of Apipie ai tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Apipie ai 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 Apipie ai tools. ### Can I manage the permissions and scopes for Apipie ai while using Tool Router? Yes, absolutely. You can configure which Apipie ai 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 Apipie ai data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)