# Team Capacity Forecast AI Agent Connect

> Team Capacity Forecast MCP calculates how much work your team can actually handle. It reconciles available hours, holidays, and task dependencies against your specific utilization targets to give you a realistic view of your delivery timeline.

## Overview
- **Category:** productivity
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_93gT94QepwIxTG6Plek8Q0BBeMe4I4pozXzVy7qU/ai-agent-connect
- **Tags:** forecasting, capacity-planning, team-management, resource-allocation, workload-analysis

## Description

You can stop guessing if your team is overbooked. This MCP acts as a forecasting engine that translates raw personnel hours into realistic delivery dates. Instead of just looking at total hours, it accounts for the reality of your schedule, including holidays and the way tasks depend on one another. You can set a specific utilization target to see what your actual productive capacity looks like after accounting for meetings, admin time, and other non-project work. Whether you need to check if a backlog fits into the current sprint or you need to predict a specific launch date, your AI client uses these calculations to give you hard numbers instead of estimates. It's about matching the effort required for your backlog against the actual hours your people have on the clock.

## Tools

### analyzeCapacityGap
This tool identifies mismatches between your backlog effort and actual team capacity. It tells you if your current workload is too heavy for the available hours.

### calculateUtilizedCapacity
This tool determines your true productive capacity. It applies your specific utilization target to your total available hours.

### getTeamAvailability
This tool calculates the total raw hours available for a specific group of team members during a set period.

### forecastTaskCompletion
This tool predicts delivery dates for specific sets of tasks. It factors in both your current capacity and task dependencies.

## Prompt Examples

**Prompt:** 
```
How many hours does the engineering team have available from 2024-06-01 to 2024-06-30?
```

**Response:** 
```
The engineering team has a total of 480 available hours for the period of June 2024.
```

**Prompt:** 
```
If I have 100 available hours and a utilization target of 0.75, how many productive hours do I have?
```

**Response:** 
```
You have 75 productive hours available.
```

**Prompt:** 
```
Will the current backlog of tasks be completed by the end of the month if we have 40 productive hours available?
```

**Response:** 
```
No, there is a capacity gap of 15 hours, meaning the current workload exceeds the team's capacity for this period.
```

## Capabilities

### Availability Calculation
Your agent calculates total available hours for any team member or group over a specific timeframe.

### Utilization Adjustment
Your agent applies efficiency targets to raw hours to find actual productive capacity.

### Timeline Prediction
Your agent uses task dependencies and capacity to forecast when work will be finished.

### Workload Gap Analysis
Your agent compares required effort against available hours to find mismatches.

## Use Cases

### Sprint Planning
Check if your planned tasks exceed the team's productive capacity for the upcoming period.

### Release Forecasting
Predict a specific completion date for a group of dependent tasks.

### Resource Management
Find out how many hours a specific group of people has available for a new project.

### Burnout Prevention
Detect capacity gaps where the required effort is higher than the available hours.

## Benefits

- Reconciles holidays and dependencies to prevent unrealistic scheduling.
- Converts raw hours into productive hours using utilization targets.
- Identifies workload mismatches before they become delivery delays.
- Provides data driven completion dates based on actual capacity.

## How It Works

Connecting this MCP to your AI client gives your agent immediate access to your team's capacity data.

1. Connect the MCP to your client like Claude or Cursor via Vinkius.
2. Ask your agent to calculate availability for your team members.
3. Apply a utilization target to find your real productive hours.
4. Run a forecast to see when tasks will be completed.
5. Analyze the results to identify any capacity gaps.

## Frequently Asked Questions

**How does this MCP handle holidays?**
The forecasting engine reconciles available personnel hours against scheduled holidays to ensure capacity numbers are accurate.

**Can I use this with Claude or Cursor?**
Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

**What is a utilization target?**
A utilization target is a percentage used to determine productive capacity after accounting for non-project work like meetings or admin tasks.

**How does it predict task completion?**
It uses the available capacity and the specific dependencies between tasks to forecast a realistic delivery date.

**Do I need to host this myself?**
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after you connect.

**How is available capacity calculated?**
Available capacity is calculated by taking the standard working hours of team members and subtracting any scheduled holidays or personal leave within the specified date range.

**Can I forecast specific task completion dates?**
Yes, you can use the `forecastTaskCompletion` tool to predict when a set of tasks will be finished, taking into account task dependencies and team efficiency.