MCP For Claude Marketplace
Fill Rate Calculator

Fill Rate Calculator MCP Connector for Claude

A+

Calculate Order, Line, and Unit Fill Rate metrics along with stockout costs.

3 tools Official Updated Jun 28, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides essential logistics performance tools to measure supply chain efficiency. Use calculate_fill_rate_metrics to determine Order, Line, and Unit Fill Rates from raw fulfillment data. The estimate_stockout_impact tool quantifies the financial loss and potential NPS degradation caused by unfulfilled orders. Additionally, compare_to_benchmarks allows you to evaluate your current performance against industry-specific targets for sectors like retail, pharmaceutical, electronics, and food & beverage.

fill-ratestockoutnpsbenchmarkinginventory

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

calculate_fill_rate_metrics

Calculate Order, Line, and Unit Fill Rate metrics

compare_to_benchmarks

Evaluate performance against industry benchmarks

estimate_stockout_impact

Quantify the financial and reputational damage of unfulfilled demand

See how to talk to your AI agent using Fill Rate Calculator.

Calculate my fill rates for 100 total orders, 85 completed orders, 120 total lines, 100 completed lines, 500 units requested, and 450 units delivered.

The calculation results are: Order Fill Rate: 85.0%, Line Fill Rate: 83.3%, and Unit Fill Rate: 90.0%.

What is the financial impact of having 10 unfilled orders at a cost of $50 each with a high severity level?

The total estimated stockout cost is $500, and the potential NPS impact is classified as 'high', indicating a significant risk of brand damage.

Compare my current unit fill rate of 85% against the pharmaceutical sector benchmark.

For the pharmaceutical sector, the benchmark is higher than your current 85%. Your performance status is 'Critical Failure'.

Order Fill Rate tracks complete orders; Line Fill Rate measures accuracy at the SKU level; and Unit Fill Rate calculates the total volume of items delivered versus requested.

Related Connectors

NEW
DR

Drug Renal Dose Adjuster MCP

3 tools Official

Calculate medication dose modifications and interval extensions based on renal function levels (CrCl or eGFR) and identify contraindications.

A+ View details →
PI

Prompt Injection Shield Prover MCP

1 tools Official

LLMs cannot distinguish system instructions from user input. This tool forces 5-layer injection defense analysis: intent isolation, privilege containment, indirect vector scanning, output sanitization, and scope enforcement. OWASP LLM Top 10 #1 compliance.

A+ View details →
NEW
GQ

Groove Quantize Calculator MCP

4 tools Official

Calculate precise millisecond-based quantization grids, swing offsets, and latency compensation for DAWs.

A+ View details →
FB

Freelancer Budget Prover MCP

1 tools Official

A designer charged $100/hour and calculated annual income as $208,000. Then reality arrived. Billable hours dropped to 1,352 after admin, sales, and vacation. Gross: $135,200. Self-employment tax, health insurance, tools, and accounting consumed $60,685. Net take-home: $74,515. Effective hourly rate: $35.82. Three clients paid 45 days late. This tool forces five budget axes: realistic revenue, complete costs, cash flow buffers, minimum viable pricing, and profitability with scope creep analysis.

A+ View details →