# How to integrate Tisane MCP with Codex ```json { "title": "How to integrate Tisane MCP with Codex", "toolkit": "Tisane", "toolkit_slug": "tisane", "framework": "Codex", "framework_slug": "codex", "url": "https://composio.dev/toolkits/tisane/framework/codex", "markdown_url": "https://composio.dev/toolkits/tisane/framework/codex.md", "updated_at": "2026-05-12T10:28:44.691Z" } ``` ## Introduction Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Tisane MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer. ## Also integrate Tisane with - [OpenAI Agents SDK](https://composio.dev/toolkits/tisane/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/tisane/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/tisane/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/tisane/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/tisane/framework/openclaw) - [Hermes](https://composio.dev/toolkits/tisane/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/tisane/framework/cli) - [Google ADK](https://composio.dev/toolkits/tisane/framework/google-adk) - [LangChain](https://composio.dev/toolkits/tisane/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/tisane/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/tisane/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/tisane/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/tisane/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 Tisane to Codex ### How to install Tisane 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 Tisane MCP server, and what's possible with it? The Tisane MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Tisane account. It provides structured and secure access to advanced natural language processing features, so your agent can perform actions like analyzing sentiment, detecting problematic content, extracting topics, and translating or paraphrasing text on your behalf. - Detailed text analysis: Have your agent analyze any text to detect sentiment, extract entities, identify topics, and uncover other linguistic features in over 27 languages. - Problematic content detection: Let your agent automatically flag or moderate toxic, abusive, or otherwise problematic content in conversations, comments, or user-generated submissions. - Topic and entity extraction: Quickly pull out key topics, entities, or subjects from large volumes of text for downstream processing or reporting. - Semantic similarity scoring: Compare two pieces of text and get a numeric similarity score, helping you find duplicates or measure content overlap. - Multilingual translation and paraphrasing: Ask your agent to translate text between languages or paraphrase content within the same language to generate fresh variations or adapt for different audiences. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `TISANE_ANALYZE_TEXT` | Analyze Text | Tool to analyze input text for detailed NLU insights. Use after preparing text when you need to detect sentiment, entities, topics, and other linguistic features. | | `TISANE_CALCULATE_SIMILARITY` | Calculate Semantic Similarity | Tool to calculate semantic similarity between two text fragments. Use when you need a numeric similarity score (0-1) for two texts. | | `TISANE_COMPARE_ENTITIES` | Compare Entities | Tool to compare two compound named entities and identify differences. Currently only supports person entity type. Use when you need to determine if two person names refer to the same individual or identify specific differences. | | `TISANE_DETECT_LANGUAGE` | Detect Language | Tool to detect the language of the provided text. Use when you need to identify the language code. | | `TISANE_EXTRACT_TEXT` | Extract Text | Tool to extract raw text from markup content. Use when cleaning HTML, CSS, JS, or JSON to get pure decoded text. Use after confirming the input is UTF-8 text; this does not process binary content. | | `TISANE_GET_FAMILY_DETAILS` | Get Family Details | Tool to fetch metadata for a family from Tisane language models, including definition, description, hypernyms, and external references (Wikidata, WordNet). Use when you need detailed information about a specific family concept by its numeric identifier. | | `TISANE_GET_SUPPORTED_LANGUAGES` | Get Supported Languages | Tool to list all languages supported by the API. Use when needing to discover available languages for text analysis or processing. Call before submitting text to ensure support. | | `TISANE_LIST_FEATURE_VALUES` | List Feature Values | Tool to list feature values for a particular category such as entity types, subtypes, abuse types, and tags. Use when you need to discover valid values for a specific feature category before analysis or filtering. | | `TISANE_LIST_HYPERNYMS` | List Hypernyms | Tool to list all hypernyms related to a family. A hypernym is a parent concept (e.g., vehicle is a hypernym of truck). Use when you need to understand the conceptual hierarchy or broader categories for a given family ID. | | `TISANE_LIST_HYPONYMS` | List Hyponyms | Tool to list all hyponyms related to a family. A hyponym is a child concept (e.g., 'truck' is a hyponym of 'vehicle'). Use when you need to discover more specific concepts within a semantic family. | | `TISANE_LIST_INFLECTIONS` | List Inflections | Tool to retrieve inflected forms of a specified lexeme within a given language family. Use when you need to get all grammatical variants of a word. | | `TISANE_LIST_WORD_SENSES` | List Word Senses | Tool to fetch all senses (meanings) related to a word. Use when you need to explore word definitions, families, features, and lemma information for linguistic analysis. | | `TISANE_TRANSFORM_TEXT` | Transform Text | Tool to translate or paraphrase text. Use when you need to convert content between languages or paraphrase within the same language. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Tisane MCP server provides comprehensive access to Tisane operations through Composio. Once connected, you can perform all major Tisane actions directly from Codex using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Tisane with Codex using Composio's MCP server. Now you can interact with Tisane 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 Tisane 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 Tisane operations - Explore cross-app workflows by connecting more toolkits - Build automation scripts that leverage Codex's AI capabilities ## How to build Tisane MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/tisane/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/tisane/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/tisane/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/tisane/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/tisane/framework/openclaw) - [Hermes](https://composio.dev/toolkits/tisane/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/tisane/framework/cli) - [Google ADK](https://composio.dev/toolkits/tisane/framework/google-adk) - [LangChain](https://composio.dev/toolkits/tisane/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/tisane/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/tisane/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/tisane/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/tisane/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 are the differences in Tool Router MCP and Tisane MCP? With a standalone Tisane MCP server, the agents and LLMs can only access a fixed set of Tisane tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Tisane 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 Tisane tools. ### Can I manage the permissions and scopes for Tisane while using Tool Router? Yes, absolutely. You can configure which Tisane 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 Tisane data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)