# How to integrate Humanloop MCP with Codex ```json { "title": "How to integrate Humanloop MCP with Codex", "toolkit": "Humanloop", "toolkit_slug": "humanloop", "framework": "Codex", "framework_slug": "codex", "url": "https://composio.dev/toolkits/humanloop/framework/codex", "markdown_url": "https://composio.dev/toolkits/humanloop/framework/codex.md", "updated_at": "2026-05-12T10:15:22.447Z" } ``` ## Introduction Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Humanloop MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer. ## Also integrate Humanloop with - [OpenAI Agents SDK](https://composio.dev/toolkits/humanloop/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/humanloop/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/humanloop/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/humanloop/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/humanloop/framework/openclaw) - [Hermes](https://composio.dev/toolkits/humanloop/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/humanloop/framework/cli) - [Google ADK](https://composio.dev/toolkits/humanloop/framework/google-adk) - [LangChain](https://composio.dev/toolkits/humanloop/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/humanloop/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/humanloop/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/humanloop/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/humanloop/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 Humanloop to Codex ### How to install Humanloop 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 Humanloop MCP server, and what's possible with it? The Humanloop MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Humanloop account. It provides structured and secure access to your Humanloop projects, so your agent can perform actions like creating projects, managing experiments, and analyzing session data on your behalf. - Project creation and management: Let your agent spin up new Humanloop projects, add descriptions, and organize them for streamlined AI development. - Automated project deletion: Direct your agent to permanently remove projects, cleaning up experiments or outdated initiatives with a single command. - Experiment tracking and analysis: Easily retrieve and review all experiments within a project, including configurations, status, and results for continuous iteration and improvement. - Session history and monitoring: Ask your agent to list and analyze sessions for a given project, giving you insight into user interactions, datapoints, and evaluation history. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `HUMANLOOP_CREATE_PROJECT` | Create Project | This tool creates a new project in Humanloop. It is an independent action that generates a project by accepting a project's name (required), an optional description, and an optional organization_id. Upon execution, it returns details of the created project, including the project's id, name, description, created_at timestamp, and organization_id. | | `HUMANLOOP_DELETE_PROJECT` | Delete Project | This tool allows you to delete a specific project from your Humanloop organization. The deletion is permanent and cannot be undone. All associated data, including sessions, datapoints, and evaluations linked to the project, will be permanently removed. | | `HUMANLOOP_LIST_EXPERIMENTS` | List Experiments | This tool retrieves an array of experiments associated with a specific project in Humanloop. It requires a project_id (starting with 'pr_') and returns details including experiment_id, name, description, creation timestamp, status, configuration details, and metrics/results. It is useful for monitoring experiments, analyzing results, tracking model configurations, and comparing experimental setups. | | `HUMANLOOP_LIST_SESSIONS` | List Sessions | This tool retrieves a paginated list of sessions for a specific project in Humanloop. It requires a project_id (and optionally, page and size for pagination) and returns session details such as id, reference_id, project information, datapoints_count, first_inputs, last_output, created_at, and updated_at. This enables users to monitor and analyze historical project interactions. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Humanloop MCP server provides comprehensive access to Humanloop operations through Composio. Once connected, you can perform all major Humanloop actions directly from Codex using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Humanloop with Codex using Composio's MCP server. Now you can interact with Humanloop 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 Humanloop 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 Humanloop operations - Explore cross-app workflows by connecting more toolkits - Build automation scripts that leverage Codex's AI capabilities ## How to build Humanloop MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/humanloop/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/humanloop/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/humanloop/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/humanloop/framework/claude-cowork) - [OpenClaw](https://composio.dev/toolkits/humanloop/framework/openclaw) - [Hermes](https://composio.dev/toolkits/humanloop/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/humanloop/framework/cli) - [Google ADK](https://composio.dev/toolkits/humanloop/framework/google-adk) - [LangChain](https://composio.dev/toolkits/humanloop/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/humanloop/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/humanloop/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/humanloop/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/humanloop/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 Humanloop MCP? With a standalone Humanloop MCP server, the agents and LLMs can only access a fixed set of Humanloop tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Humanloop 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 Humanloop tools. ### Can I manage the permissions and scopes for Humanloop while using Tool Router? Yes, absolutely. You can configure which Humanloop 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 Humanloop data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)