# Insightful MCP for AI Agents AI Agent Connect > Insightful lets you give your AI agent eyes into your team's productivity and time tracking data. It connects to the Insightful API so you can pull attendance reports, check real-time employee activity, and see how projects are actually moving forward. It's built for managers who need to see the work actually getting done without manual data digging. ## Overview - **Category:** productivity - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_QgWOVOd73qEKZuzIFDnomSoOlSkWMXBOKTDmTreU/ai-agent-connect - **Tags:** workforce-analytics, time-tracking, employee-monitoring, performance-metrics, attendance-tracking, productivity-reporting ## Description Insightful lets you give your AI agent a direct line into your workforce productivity and time tracking data. Managing a remote or hybrid team usually means digging through spreadsheets and jumping between different dashboards just to see if a project is on track. You end up spending half your day just trying to gather the data you need to make a decision. This Connector changes that by letting your agent do the heavy lifting of pulling attendance and productivity metrics so you can focus on clearing blockers. By connecting this through the Vinkius catalog, you get a central way to manage workforce analytics without having to build custom integrations. It's about getting a clear picture of your team's output in plain English, whether you're looking for a high-level overview of organization-wide attendance or a deep dive into a single employee's recent activity logs. You can see who is working on what without having to manually export data or request status updates from your team members. It turns your agent into a project management analyst that knows your team's status as well as you do. ## Tools ### get_employee Retrieves specific details for a single employee. Use this to get a snapshot of an individual's work profile. ### get_productivity Fetches aggregated productivity reports. It gives you a clear look at how efficiently your team is hitting their goals. ### list_activity Lists recent employee activity logs. This lets you see exactly what tasks someone is working on right now. ### list_employees Lists every employee in your organization. Use this to get a full directory of your workforce. ### list_locations Lists all registered organization locations. It helps you see where your teams are based geographically. ### list_projects Lists all active and past projects. Use this to get a bird's-eye view of your company's project portfolio. ### get_attendance Pulls aggregated attendance and time tracking reports for your team. It shows who is clocked in and for how long. ### list_tasks Lists all tasks across all projects. It lets you see the granular work being done across the whole company. ### list_teams Lists all organization teams. Use this to see how your workforce is structured into different groups. ### list_webhooks Lists all configured webhooks. Use this to manage the automated data triggers already set up in your account. ## Prompt Examples **Prompt:** ``` Who is currently working on the 'Mobile App' project? ``` **Response:** ``` I'll check the activity logs and project tasks for the 'Mobile App' project to see who's active. | Team Member | Current Task | Status | | :--- | :--- | :--- | | Sarah Chen | API Authentication | In Progress | | James Wu | UI Component Styling | Blocked | | Maria Garcia | Unit Testing | Review | It looks like Sarah is moving fast, but James is currently blocked on the UI components. ``` **Prompt:** ``` Give me a summary of our team's productivity from last week. ``` **Response:** ``` I've pulled the aggregated productivity reports for your organization. Here is the summary for last week: * **Overall Productivity:** 84% (Up 3% from previous week) * **Top Performing Team:** Engineering (92%) * **Areas for Improvement:** QA Testing (70%) * **Key Insight:** The Engineering team hit all project milestones, but QA is experiencing a bottleneck in the review phase. ``` **Prompt:** ``` Which employees are based in the London office? ``` **Response:** ``` I'll cross-reference your employees and locations to find who's in London. Based on the current organization records, the following employees are registered in the London office: * Sarah Chen * David Miller * Elena Rodriguez * Hiroshi Tanaka ``` ## Capabilities ### Pull organization-wide attendance reports Get a high-level view of who is clocked in and how many hours they have logged. ### Get detailed employee profiles Retrieve specific details for a single worker to see their individual work history. ### Fetch team productivity scores Get aggregated scores to see how efficiently your different teams are hitting goals. ### View real-time activity logs See exactly what tasks your team members are focused on at any given moment. ### List active and past projects Get a bird's-eye view of your entire project portfolio and history. ### See granular task breakdowns Look at every specific task across all projects to see where work is piling up. ### Monitor team structures See how your workforce is organized into teams and where they are located. ## Use Cases ### Finding project bottlenecks A project manager asks the agent why the 'Website Redesign' is late. The agent uses list_projects and list_tasks to find the specific stalled task. ### Automating weekly HR summaries HR needs a weekly summary of attendance. The agent uses get_attendance to pull the data and summarizes it for a Monday morning email. ### Checking developer focus A team lead wants to see if the devs are focused. The agent uses list_activity to check if the team is working on the high-priority bug. ### Mapping workforce locations An ops manager wants to see which locations are most active. The agent uses list_locations and list_employees to map out the workforce. ## Benefits - Stop manual data entry by letting your agent pull attendance reports directly from Insightful. - Identify project bottlenecks faster by using list_projects and list_tasks to see where work stalls. - Get instant visibility into team performance with get_productivity reports delivered in plain text. - Monitor real-time employee output without hovering over anyone using list_activity to see current focus. - Simplify team management by using list_teams and list_employees to organize your workforce data instantly. - Access your entire project history and task list without clicking through dozens of different dashboard tabs. ## How It Works The bottom line is that you stop hunting for data and start getting answers from your agent instantly. 1. Connect your Insightful API keys to the Connector via the Vinkius dashboard. 2. Grant your AI client permission to access your organization's productivity data. 3. Ask your agent to summarize team output or check specific project tasks using natural language. ## Frequently Asked Questions **Can the Insightful MCP show me who is working on what right now?** Yes, it can. Your agent can access real-time activity logs to show you exactly which tasks your team members are focused on at any given moment. **How does this help with project management?** It connects your project lists directly to your agent. You can ask for status updates on specific projects or see which tasks are lagging behind without opening the Insightful dashboard. **Can I use this to see my team's attendance records?** Absolutely. The Connector allows your agent to pull aggregated attendance and time tracking reports so you can quickly check hours worked across the company. **Does this Connector work for remote teams?** It works perfectly for remote teams. Since it pulls data from the Insightful API, it doesn't matter where your employees are located; you get the same visibility into their productivity. **Can I get a summary of my team's performance?** Yes, your agent can pull aggregated productivity reports. You can ask for a summary of a specific team's output or a high-level overview of the whole organization. **Is this Connector good for identifying bottlenecks?** It's great for that. By checking project tasks and activity logs, your agent can help you spot where work is stalling and which projects need more resources. **How do I get Insightful API credentials?** Log in to your Insightful dashboard as an Admin, navigate to Settings > API Tokens, and create a new token. Note that the token is only displayed once. **What is the productivity report?** The get_productivity tool provides aggregated data on active, productive, and unproductive time for your employees and teams. **Can I see real-time activity?** Yes, the list_activity tool provides access to recent activity logs recorded in your organization.