Ceramic Firing Shelf Planner

Ceramic Firing Shelf Planner MCP Connector for Claude

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Optimizes kiln shelf layouts by assigning ceramic pieces to available shelves.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server automates the complex task of organizing ceramic pieces within a kiln. It uses precise dimensions, required clearances, and stacking limits to calculate the most efficient use of space. Use plan_shelf_placement to generate full layouts, calculate_shelf_capacity to determine how many items fit on a specific shelf, find_optimal_shelf to minimize wasted area, and validate_stack_integrity to ensure vertical stacks remain safe during firing.

kilnceramicslayoutoptimizationstudio-management

4 tools expose this connector's capabilities to your AI agent.

find_optimal_shelf

Identifies the most efficient shelf for a specific piece to minimize wasted space

plan_shelf_placement

Generates a detailed layout of where pieces should be placed on available shelves

validate_stack_integrity

Verifies if a proposed stack of ceramic pieces is safe based on height and stacking rules

calculate_shelf_capacity

Determines how many pieces of a specific type can fit on a single shelf given certain constraints

See how to talk to your AI agent using Ceramic Firing Shelf Planner.

Can you create a placement plan for 5 pieces (10x10x5) on a shelf that is 50x50, with a 2cm clearance and a max stack height of 2?

The pieces have been assigned to shelf ID 'shelf_01' at coordinates (x: 2, y: 2) and (x: 14, y: 2), with one stack of 2 pieces.

How many 5x5cm pieces can fit on a 20x20cm shelf with 1cm clearance and a max stack height of 3?

You can fit a total of 9 pieces on this shelf (3 stacks of 3 pieces each).

Is a stack of three pieces with heights 5cm, 5cm, and 6cm safe if the max stack height is 3?

Yes, the stack is safe because it contains 3 pieces, which does not exceed the maximum stack height of 3.

The tool uses the `clearance` parameter to ensure every piece has a mandatory buffer zone around its perimeter to prevent heat interference.

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