# Family Reunion Seating Planner AI Agent Connect

> Family Reunion Seating Planner MCP manages the complicated math of seating large groups. It handles table capacities, accessibility requirements, and social preferences to ensure everyone is placed where they belong. You can connect it to your AI client to generate layouts that respect both physical constraints and family dynamics.

## Overview
- **Category:** logistics
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_1hSUwxj0lXQnIe3enYu6dhfWLKruzDjKUKNjY072/ai-agent-connect
- **Tags:** seating, family, reunion, optimization, logistics

## Description

Planning a large family gathering involves more than just booking a venue. You have to figure out how to seat dozens of people while making sure grandparents have accessible spots and cousins sit near each other. This MCP takes that manual work off your plate. Instead of sketching layouts on paper, you tell your AI client what your constraints are, and it does the heavy lifting. It looks at your available tables, checks who needs wheelchair access, and calculates how to group people to keep the peace. You can verify how well a plan works or find the perfect table for a specific subgroup in seconds. It turns a multi-hour coordination task into a quick conversation with your agent.

## Tools

### calculate_seating_score
This tool evaluates how well a proposed seating arrangement satisfies family relationships and social preferences.

### find_compatible_tables
Use this to match specific groups to the best available spots based on their needs.

### list_tables
This tool provides a full view of all available seating options and their capacities.

### suggest_seating_plan
This tool generates optimized layouts that respect table capacity and accessibility constraints.

## Prompt Examples

**Prompt:** 
```
Can you suggest a seating plan for my family reunion with 5 groups and 4 tables?
```

**Response:** 
```
I have generated an optimized seating plan. Group A is at Table 1, Group B is at Table 2, Group C is at Table 3, and Groups D and E are at Table 4. All capacity and accessibility constraints are met.
```

**Prompt:** 
```
Which tables are available in the Garden area?
```

**Response:** 
```
In the Garden area, there are 3 tables available: Table ID Garden_01 (capacity 4), Garden_02 (capacity 6, accessible), and Garden_03 (capacity 4).
```

**Prompt:** 
```
Check if Table 5 is suitable for a group of 4 that needs wheelchair access.
```

**Response:** 
```
Yes, Table 5 is an accessible table with a capacity of 6, making it suitable for your group of 4.
```

## Capabilities

### Constraint-Based Layouts
The AI generates plans that respect table limits and accessibility needs.

### Social Optimization
Your agent uses social preferences to group people together.

### Accessibility Matching
The tool identifies tables that meet specific physical requirements like wheelchair access.

### Plan Validation
You can run a score on any plan to see how well it meets your goals.

## Use Cases

### Large Family Reunions
Organize dozens of relatives across multiple tables while keeping specific groups together.

### Accessible Event Planning
Identify specific tables that accommodate guests with mobility requirements.

### Social Grouping
Use scoring to ensure family members are seated in a way that maximizes social comfort.

### Venue Capacity Audits
Quickly list and check all available tables in specific areas of a venue.

## Benefits

- Reduces the time spent manually calculating table capacities.
- Ensures accessibility needs are met for every guest.
- Balances social preferences with physical seating limits.
- Provides a way to score and refine seating plans.

## How It Works

Connect the MCP to your AI client and start describing your seating needs.

1. Connect the MCP to your preferred client like Claude or Cursor.
2. Provide your list of tables and guest groups to your agent.
3. Ask the agent to suggest a plan based on your specific constraints.
4. Refine the plan by checking scores or finding better table matches.

## Frequently Asked Questions

**How does the seating plan handle accessibility?**
The tool considers accessibility as a hard constraint, allowing you to match guests who need wheelchair access to suitable tables.

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

**How do I know if a seating plan is good?**
You can use the calculate_seating_score tool to evaluate how well a plan satisfies your family's social relationships and constraints.

**Can I check specific table availability?**
Yes, you can use the list_tables tool to see all available seating and their capacities.

**Does this MCP manage the hosting?**
Yes, Vinkius hosts and manages the MCP so it is ready to use immediately upon connection.

**How does the seating optimization work?**
The system uses the `suggest_seating_plan` tool to balance physical constraints like table capacity and accessibility with social preferences like affinity and friction between groups.

**Can I filter tables by location?**
Yes, you can use the `list_tables` tool with a location filter to see only the tables available in a specific area or room.

**How are accessibility needs handled?**
The system ensures accessibility by using `find_compatible_tables` to identify tables marked as accessible for groups that require them.