# How to integrate Microsoft clarity MCP with Kimi Code ```json { "title": "How to integrate Microsoft clarity MCP with Kimi Code", "toolkit": "Microsoft clarity", "toolkit_slug": "microsoft_clarity", "framework": "Kimi Code", "framework_slug": "kimi", "url": "https://composio.dev/toolkits/microsoft_clarity/framework/kimi", "markdown_url": "https://composio.dev/toolkits/microsoft_clarity/framework/kimi.md", "updated_at": "2026-05-12T10:18:57.759Z" } ``` ## Introduction ### How to integrate Microsoft clarity MCP with Kimi Code Kimi Code is Moonshot AI's open-source coding agent, powered by Kimi K2.6. It runs in your terminal, reads and edits code, executes shell commands, and plans multi-step tasks, with native MCP support for extending it to outside tools. In this guide, I will explain the easiest and most secure way to connect your Microsoft clarity account to Kimi Code via Composio Connect, so it can export recent heatmap data for homepage, download last week's session recordings, get engagement metrics for landing page, and more without ever putting your account credentials at risk. ## Also integrate Microsoft clarity with - [ChatGPT](https://composio.dev/toolkits/microsoft_clarity/framework/chatgpt) - [Antigravity](https://composio.dev/toolkits/microsoft_clarity/framework/antigravity) - [OpenAI Agents SDK](https://composio.dev/toolkits/microsoft_clarity/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/microsoft_clarity/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/microsoft_clarity/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/microsoft_clarity/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/microsoft_clarity/framework/codex) - [Cursor](https://composio.dev/toolkits/microsoft_clarity/framework/cursor) - [VS Code](https://composio.dev/toolkits/microsoft_clarity/framework/vscode) - [OpenCode](https://composio.dev/toolkits/microsoft_clarity/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/microsoft_clarity/framework/openclaw) - [Hermes](https://composio.dev/toolkits/microsoft_clarity/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/microsoft_clarity/framework/cli) - [Google ADK](https://composio.dev/toolkits/microsoft_clarity/framework/google-adk) - [LangChain](https://composio.dev/toolkits/microsoft_clarity/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/microsoft_clarity/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/microsoft_clarity/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/microsoft_clarity/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/microsoft_clarity/framework/crew-ai) ## TL;DR ### Why use Composio? Composio provides: - Access to 1,000+ managed apps from a single MCP endpoint. This makes it convenient for agents to run cross-app workflows. - Managed OAuth. You do not have to worry about authentication and authorization flows for every app. - Programmatic tool calling. Allows LLMs to write code in a remote workbench to handle complex tool chaining. This reduces back-and-forth for frequent tool calls. - Large tool response handling outside the LLM context. This minimizes context bloat from large tool responses. - Dynamic just-in-time access to thousands of tools across hundreds of apps. Composio loads the tools your agent needs, so LLMs are not overwhelmed by tools they do not need. ## Connect Microsoft clarity to Kimi Code ### Connect Microsoft clarity to Kimi Code Kimi Code is a TypeScript agent distributed through npm. It acts as an MCP client and reads server definitions from an mcp.json file, and it can also add and authenticate servers conversationally through /mcp-config. Composio is a remote HTTP server that authenticates with OAuth, so no API key is stored anywhere. ### 1. Install Kimi Code The quickest way is the official install script, which requires no pre-installed Node.js and places the kimi executable on your PATH. ```bash # macOS or Linux curl -fsSL https://code.kimi.com/kimi-code/install.sh | bash # Windows PowerShell irm https://code.kimi.com/kimi-code/install.ps1 | iex # Confirm the installation kimi --version ``` ## What is the Microsoft clarity MCP server, and what's possible with it? The Microsoft Clarity MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Microsoft Clarity account. It provides structured and secure access to your website analytics data, so your agent can perform actions like exporting user behavior data, generating engagement insights, and analyzing heatmaps on your behalf. - Automated data export: Ask your agent to export detailed Microsoft Clarity analytics and session data for deeper analysis or reporting. - User behavior insights: Let your agent retrieve heatmap and engagement metrics to uncover how visitors interact with your site. - Session recording access: Enable your agent to fetch session recordings, helping you visualize real user journeys and identify UX issues. - Trend analysis and reporting: Direct your agent to surface trends in visitor activity, such as click patterns or engagement changes over time. - Seamless integration with analytics workflows: Effortlessly combine exported Clarity data with other analytics tools or dashboards via your agent for comprehensive reporting. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `MICROSOFT_CLARITY_DATA_EXPORT` | Data Export | Export data from Microsoft Clarity. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK Once connected, Kimi Code can access the Microsoft clarity MCP server via Composio to run the app actions you authorize directly from your terminal coding workflow. ## Complete Code None listed. ## Conclusion ### Conclusion You have successfully connected Microsoft clarity to Kimi Code using Composio Connect. Your agent can now manage Microsoft clarity from the terminal with natural language, without exposing credentials in prompts or local scripts. Since the same Composio endpoint exposes 1,000+ apps, you can add Slack, Calendar, Linear, and more to the same server and chain them into cross-app workflows. ## How to build Microsoft clarity MCP Agent with another framework - [ChatGPT](https://composio.dev/toolkits/microsoft_clarity/framework/chatgpt) - [Antigravity](https://composio.dev/toolkits/microsoft_clarity/framework/antigravity) - [OpenAI Agents SDK](https://composio.dev/toolkits/microsoft_clarity/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/microsoft_clarity/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/microsoft_clarity/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/microsoft_clarity/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/microsoft_clarity/framework/codex) - [Cursor](https://composio.dev/toolkits/microsoft_clarity/framework/cursor) - [VS Code](https://composio.dev/toolkits/microsoft_clarity/framework/vscode) - [OpenCode](https://composio.dev/toolkits/microsoft_clarity/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/microsoft_clarity/framework/openclaw) - [Hermes](https://composio.dev/toolkits/microsoft_clarity/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/microsoft_clarity/framework/cli) - [Google ADK](https://composio.dev/toolkits/microsoft_clarity/framework/google-adk) - [LangChain](https://composio.dev/toolkits/microsoft_clarity/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/microsoft_clarity/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/microsoft_clarity/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/microsoft_clarity/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/microsoft_clarity/framework/crew-ai) ## Related Toolkits - [Firecrawl](https://composio.dev/toolkits/firecrawl) - Firecrawl automates large-scale web crawling and data extraction. It helps organizations efficiently gather, index, and analyze content from online sources. - [Tavily](https://composio.dev/toolkits/tavily) - Tavily offers powerful search and data retrieval from documents, databases, and the web. It helps teams locate and filter information instantly, saving hours on research. - [Exa](https://composio.dev/toolkits/exa) - Exa is a data extraction and search platform for gathering and analyzing information from websites, APIs, or databases. It helps teams quickly surface insights and automate data-driven workflows. - [Serpapi](https://composio.dev/toolkits/serpapi) - SerpApi is a real-time API for structured search engine results. It lets you automate SERP data collection, parsing, and analysis for SEO and research. - [Peopledatalabs](https://composio.dev/toolkits/peopledatalabs) - Peopledatalabs delivers B2B data enrichment and identity resolution APIs. Supercharge your apps with accurate, up-to-date business and contact data. - [Snowflake](https://composio.dev/toolkits/snowflake) - Snowflake is a cloud data warehouse built for elastic scaling, secure data sharing, and fast SQL analytics across major clouds. - [Posthog](https://composio.dev/toolkits/posthog) - PostHog is an open-source analytics platform for tracking user interactions and product metrics. It helps teams refine features, analyze funnels, and reduce churn with actionable insights. - [Amplitude](https://composio.dev/toolkits/amplitude) - Amplitude is a digital analytics platform for product and behavioral data insights. It helps teams analyze user journeys and make data-driven decisions quickly. - [Bright Data MCP](https://composio.dev/toolkits/brightdata_mcp) - Bright Data MCP is an AI-powered web scraping and data collection platform. Instantly access public web data in real time with advanced scraping tools. - [Browseai](https://composio.dev/toolkits/browseai) - Browseai is a web automation and data extraction platform that turns any website into an API. It's perfect for monitoring websites and retrieving structured data without manual scraping. - [ClickHouse](https://composio.dev/toolkits/clickhouse) - ClickHouse is an open-source, column-oriented database for real-time analytics and big data processing using SQL. Its lightning-fast query performance makes it ideal for handling large datasets and delivering instant insights. - [Coinmarketcal](https://composio.dev/toolkits/coinmarketcal) - CoinMarketCal is a community-powered crypto calendar for upcoming events, announcements, and releases. It helps traders track market-moving developments and stay ahead in the crypto space. - [Control d](https://composio.dev/toolkits/control_d) - Control d is a customizable DNS filtering and traffic redirection platform. It helps you manage internet access, enforce policies, and monitor usage across devices and networks. - [Databox](https://composio.dev/toolkits/databox) - Databox is a business analytics platform that connects your data from any tool and device. It helps you track KPIs, build dashboards, and discover actionable insights. - [Databricks](https://composio.dev/toolkits/databricks) - Databricks is a unified analytics platform for big data and AI on the lakehouse architecture. It empowers data teams to collaborate, analyze, and build scalable solutions efficiently. - [Datagma](https://composio.dev/toolkits/datagma) - Datagma delivers data intelligence and analytics for business growth and market discovery. Get actionable market insights and track competitors to inform your strategy. - [Delighted](https://composio.dev/toolkits/delighted) - Delighted is a customer feedback platform based on the Net Promoter System®. It helps you quickly gather, track, and act on customer sentiment. - [Dovetail](https://composio.dev/toolkits/dovetail) - Dovetail is a research analysis platform for transcript review and insight generation. It helps teams code interviews, analyze feedback, and create actionable research summaries. - [Dub](https://composio.dev/toolkits/dub) - Dub is a short link management platform with analytics and API access. Use it to easily create, manage, and track branded short links for your business. - [Elasticsearch](https://composio.dev/toolkits/elasticsearch) - Elasticsearch is a distributed, RESTful search and analytics engine for all types of data. It delivers fast, scalable search and powerful analytics across massive datasets. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Microsoft clarity MCP? With a standalone Microsoft clarity MCP server, the agents and LLMs can only access a fixed set of Microsoft clarity tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Microsoft clarity and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Kimi Code? Yes, you can. Kimi Code 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 Microsoft clarity tools. ### Can I manage the permissions and scopes for Microsoft clarity while using Tool Router? Yes, absolutely. You can configure which Microsoft clarity 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 Microsoft clarity data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)