# How to integrate Wakatime MCP with Atomic Agent ```json { "title": "How to integrate Wakatime MCP with Atomic Agent", "toolkit": "Wakatime", "toolkit_slug": "wakatime", "framework": "Atomic Agent", "framework_slug": "atomic-agent", "url": "https://composio.dev/toolkits/wakatime/framework/atomic-agent", "markdown_url": "https://composio.dev/toolkits/wakatime/framework/atomic-agent.md", "updated_at": "2026-08-11T13:16:07.217Z" } ``` ## Introduction Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Wakatime. This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Wakatime account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions. ## Also integrate Wakatime with - [OpenAI Agents SDK](https://composio.dev/toolkits/wakatime/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/wakatime/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/wakatime/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/wakatime/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/wakatime/framework/codex) - [OpenClaw](https://composio.dev/toolkits/wakatime/framework/openclaw) - [Hermes](https://composio.dev/toolkits/wakatime/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/wakatime/framework/google-adk) - [LangChain](https://composio.dev/toolkits/wakatime/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/wakatime/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/wakatime/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/wakatime/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/wakatime/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/wakatime/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/wakatime/framework/autogen) ## TL;DR ### How Atomic Agent connects to Wakatime Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication. Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account. ## Connect Wakatime to Atomic Agent ### Connect Wakatime to Atomic Agent - Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key. - In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart. - Ask Atomic Agent to do something in Wakatime. It searches Composio for the right tool. - On first use, open the sign-in link returned in the chat. Connect your Wakatime account, then return to Atomic Agent to continue. ### Headless setup Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file. ```bash COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY ``` ## What is the Wakatime MCP server, and what's possible with it? The Wakatime MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Wakatime account. It provides structured and secure access to your coding activity and productivity data, so your agent can analyze time spent coding, summarize project progress, generate reports, and surface productivity trends on your behalf. - Code activity summaries and analytics: Your agent can pull detailed breakdowns of your coding hours by language, project, or editor to help you understand where your time goes. - Project progress tracking: Get automatic updates on how much time you've dedicated to individual projects, making it easy to monitor deadlines and progress. - Personal productivity insights: Let your agent surface trends, highlight most productive days or hours, and offer suggestions for improving your workflow based on historical data. - Automated weekly and monthly reports: Have the agent generate and deliver summary reports of your coding habits, helping you spot patterns and areas for improvement. - Goal tracking and notifications: Enable your agent to track coding goals and notify you when milestones are reached or if you're falling behind. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `WAKATIME_GET_AGGREGATE_STATS` | Get Aggregate Stats | Tool to retrieve aggregate coding statistics across all WakaTime users for a given time range. Use when analyzing global trends in programming languages, editors, operating systems, and categories. | | `WAKATIME_GET_CURRENT_USER_STATUS_BAR_TODAY` | Get current user's status bar summary for today | Tool to get current user's coding activity today for displaying in IDE status bars. Use when you need a summary of today's coding time broken down by projects, languages, editors, etc. | | `WAKATIME_GET_EDITORS` | List IDE Plugins | Tool to list WakaTime IDE plugins with metadata. Use when you want to discover available IDE integrations and their latest versions. | | `WAKATIME_GET_GOALS` | List Goals | Tool to list a user's goals with progress series and metadata. Use after authenticating the user with read_goals scope. | | `WAKATIME_GET_INSIGHTS` | Get User Insight | Tool to retrieve an insight for a user over a time range. Use when analyzing user coding metrics after authentication. | | `WAKATIME_GET_LEADERS` | List Leaders | Tool to list public leaders ranked by coding activity. Use when viewing top coders globally or filtering by language, country code, or hireable status. | | `WAKATIME_GET_MACHINE_NAMES` | List Machine Names | Tool to list a user's machines including last seen time. Use when needing machine names for a specific user. | | `WAKATIME_GET_META` | Get API Meta Information | Tool to retrieve WakaTime API meta information, including public IP addresses used by WakaTime servers. Use when you need to know WakaTime's infrastructure details for network configuration or security purposes. | | `WAKATIME_GET_OAUTH_AUTHORIZE` | Generate WakaTime OAuth authorize URL | Tool to generate OAuth 2.0 authorization URL. Use when redirecting users to WakaTime to grant access. | | `WAKATIME_GET_USER` | Get User Details | Tool to get detailed profile information for a WakaTime user by user ID or username. Use 'current' as the user parameter to get the authenticated user's details. Returns comprehensive profile data including display name, email, timezone, plan, and privacy settings. | | `WAKATIME_GET_USERS_ALL_TIME_SINCE_TODAY` | Get User's Total Time Since Creation | Tool to retrieve total coding time since account creation for a user. Use after authenticating to fetch all-time stats. | | `WAKATIME_GET_USER_STATS` | Get User Stats | Tool to retrieve coding statistics for a user over the default time range. Returns comprehensive metrics including languages, editors, projects, and daily averages. Use when analyzing a user's coding patterns and productivity metrics. | | `WAKATIME_GET_USER_STATS_BY_RANGE` | Get User Stats by Range | Tool to retrieve comprehensive coding statistics for a user over a specific time range. Returns breakdowns by language, editor, project, OS, and more, along with daily averages and best day. Use when analyzing productivity patterns or generating coding activity reports for time periods. | | `WAKATIME_GET_USER_SUMMARIES` | Get User Summaries | Get user's coding activity for a time range as daily summaries. Returns detailed breakdowns by projects, languages, editors, and more for each day. Use when you need to analyze coding patterns, track project time, or generate activity reports over a date range. Requires 'read_summaries' scope. | | `WAKATIME_LIST_PROGRAM_LANGUAGES` | List Program Languages | Tool to list all verified program languages supported by WakaTime. Use when you need to discover available programming languages tracked by WakaTime. | | `WAKATIME_LIST_USER_PROJECTS` | List User Projects | List WakaTime projects for a specified user. Returns project names, IDs, creation dates, and last activity times. Use to discover available projects for any user before querying project-specific stats. | | `WAKATIME_LIST_USER_USER_AGENTS` | List User Agents | Tool to list plugins and editors which have sent data for a specified user. Use when needing to discover which development environments and tools a user is actively using. | ## Supported Triggers None listed. ## Troubleshooting ### Why is my API key rejected? Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying. ### Why are Composio tools unavailable after saving a key? Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk. ### Does Composio have a free plan? The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection. ## Complete Code None listed. ## Conclusion ### Use Wakatime from Atomic Agent With your account connected, ask Atomic Agent to work with Wakatime in natural language. You can connect more apps through the same Composio integration as you need them. Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo). ## How to build Wakatime MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/wakatime/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/wakatime/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/wakatime/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/wakatime/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/wakatime/framework/codex) - [OpenClaw](https://composio.dev/toolkits/wakatime/framework/openclaw) - [Hermes](https://composio.dev/toolkits/wakatime/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/wakatime/framework/google-adk) - [LangChain](https://composio.dev/toolkits/wakatime/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/wakatime/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/wakatime/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/wakatime/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/wakatime/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/wakatime/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/wakatime/framework/autogen) ## Related Toolkits - [Google Sheets](https://composio.dev/toolkits/googlesheets) - Google Sheets is a cloud-based spreadsheet tool for real-time collaboration and data analysis. It lets teams work together from anywhere, updating information instantly. - [Notion](https://composio.dev/toolkits/notion) - Notion is a collaborative workspace for notes, docs, wikis, and tasks. It streamlines team knowledge, project tracking, and workflow customization in one place. - [Airtable](https://composio.dev/toolkits/airtable) - Airtable combines the flexibility of spreadsheets with the power of a database for easy project and data management. Teams use Airtable to organize, track, and collaborate with custom views and automations. - [Asana](https://composio.dev/toolkits/asana) - Asana is a collaborative work management platform for teams to organize and track projects. It streamlines teamwork, boosts productivity, and keeps everyone aligned on goals. - [Google Tasks](https://composio.dev/toolkits/googletasks) - Google Tasks is a to-do list and task management tool integrated into Gmail and Google Calendar. It helps you organize, track, and complete tasks across your Google ecosystem. - [Linear](https://composio.dev/toolkits/linear) - Linear is a modern issue tracking and project planning tool for fast-moving teams. It helps streamline workflows, organize projects, and boost productivity. - [Jira](https://composio.dev/toolkits/jira) - Jira is Atlassian’s platform for bug tracking, issue tracking, and agile project management. It helps teams organize work, prioritize tasks, and deliver projects efficiently. - [Clickup](https://composio.dev/toolkits/clickup) - ClickUp is an all-in-one productivity platform for managing tasks, docs, goals, and team collaboration. It streamlines project workflows so teams can work smarter and stay organized in one place. - [Monday](https://composio.dev/toolkits/monday) - Monday.com is a customizable work management platform for project planning and collaboration. It helps teams organize tasks, automate workflows, and track progress in real time. - [Addressfinder](https://composio.dev/toolkits/addressfinder) - Addressfinder is a data quality platform for verifying addresses, emails, and phone numbers. It helps you ensure accurate customer and contact data every time. - [Agiled](https://composio.dev/toolkits/agiled) - Agiled is an all-in-one business management platform for CRM, projects, and finance. It helps you streamline workflows, consolidate client data, and manage business processes in one place. - [AirOps MCP](https://composio.dev/toolkits/airops_mcp) - AirOps MCP is AirOps' managed content platform exposing brand context, knowledge bases, and workflows. Use it to give agents brand-aware content, automate content workflows, and track Brand Kit edits. - [Amazing Marvin](https://composio.dev/toolkits/amazing_marvin) - Amazing Marvin is a personal productivity app for tasks, projects, habits, planning, time tracking, and rewards. 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It streamlines scheduling, invoicing, and customer operations in one place. - [Atlassian MCP](https://composio.dev/toolkits/atlassian_mcp) - Atlassian Rovo MCP connects agents to Jira, Jira Service Management, Confluence, Bitbucket, Compass, and Teamwork Graph workflows. It lets teams surface and act on Atlassian data while respecting existing user permissions. - [Basecamp](https://composio.dev/toolkits/basecamp) - Basecamp is a project management and team collaboration tool by 37signals. It helps teams organize tasks, share files, and communicate efficiently in one place. - [Beeminder](https://composio.dev/toolkits/beeminder) - Beeminder is an online goal-tracking platform that uses monetary pledges to keep you motivated. Stay accountable and hit your targets with real financial incentives. - [Boxhero](https://composio.dev/toolkits/boxhero) - Boxhero is a cloud-based inventory management platform for SMBs, offering real-time updates, barcode scanning, and team collaboration. It helps businesses streamline stock tracking and analytics for smarter inventory decisions. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Wakatime MCP? With a standalone Wakatime MCP server, the agents and LLMs can only access a fixed set of Wakatime tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Wakatime and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Atomic Agent? Yes, you can. Atomic Agent 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 Wakatime tools. ### Can I manage the permissions and scopes for Wakatime while using Tool Router? Yes, absolutely. You can configure which Wakatime 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 Wakatime data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)