Fill Rate Calculator Connector for AI agents.
3 live capabilities
Track fulfillment accuracy and quantify the cost of stockouts in your supply chain.
Waiting for input…
Why people use Fill Rate Calculator
Fill Rate Calculator for Supply Chain Logistics Analysis
This Connector lets you skip the spreadsheet entirely. You just give your agent the raw numbers, and it handles the math to tell you exactly where you stand. You get a clear picture of your fulfillment health and the real cost of your stockouts in seconds.
What Vinkius changes
You get instant, accurate logistics metrics and cost analysis without manual spreadsheets.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Identifying a warehouse bottleneck
A retail manager sees a dip in sales and asks the agent to calculate fill rates for the last month to see if it's a shipping issue or a stock issue.
- Real-world use case 02
Calculating the cost of a stockout
An electronics company wants to know the cost of a recent stockout.
- Real-world use case 03
Proving industry compliance
A pharma company needs to prove they meet standards.
Complete set · 3capabilities
The complete Fill Rate Calculator capability set.
These are the exact actions your AI can choose when you ask it to work with Fill Rate Calculator.
01—03
3 capabilities in this set.
Part of 3 available through Fill Rate Calculator.
- 01 Capability
Calculate fill rate metrics
Calculates Order, Line, and Unit Fill Rates from raw data to show fulfillment accuracy. This helps you pinpoint exactly where the breakdown is happening in your chain.
- 02 Capability
Compare to benchmarks
Evaluates your current performance against standard targets in retail, pharma, and other sectors. It provides context for whether your numbers are actually good.
- 03 Capability
Estimate stockout impact
Quantifies the financial loss and brand damage caused by unfulfilled customer demand. Use this to turn logistics problems into clear financial data.
Set up in minutes
One URL. Then ask Fill Rate Calculator to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Fill Rate Calculator from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_OE2N24XvYYTngbPExAiHfE3LFL7g5EJ924FMAQe6/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Fill Rate Calculator, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Fill Rate Calculator for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_OE2N24XvYYTngbPExAiHfE3LFL7g5EJ924FMAQe6/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Fill Rate Calculator URL.
- Step 03
Save and start
Save the connection and enable Fill Rate Calculator in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"fill-rate-calculator": {
"url": "https://edge.vinkius.com/vk_preview_OE2N24XvYYTngbPExAiHfE3LFL7g5EJ924FMAQe6/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Fill Rate Calculator
Open Agent mode in chat and ask: "Using Fill Rate Calculator, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"fill-rate-calculator": {
"url": "https://edge.vinkius.com/vk_preview_OE2N24XvYYTngbPExAiHfE3LFL7g5EJ924FMAQe6/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Fill Rate Calculator
Ask Copilot: "Using Fill Rate Calculator, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"fill-rate-calculator": {
"url": "https://edge.vinkius.com/vk_preview_OE2N24XvYYTngbPExAiHfE3LFL7g5EJ924FMAQe6/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Fill Rate Calculator
Open Cascade and ask: "Using Fill Rate Calculator, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"fill-rate-calculator": {
"url": "https://edge.vinkius.com/vk_preview_OE2N24XvYYTngbPExAiHfE3LFL7g5EJ924FMAQe6/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Fill Rate Calculator
Ask Cline: "Using Fill Rate Calculator, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add fill-rate-calculator --transport http "https://edge.vinkius.com/vk_preview_OE2N24XvYYTngbPExAiHfE3LFL7g5EJ924FMAQe6/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Fill Rate Calculator
Ask Claude: "Using Fill Rate Calculator, show me...". 3 tools are ready
Where the request belongs
Work Fill Rate Calculator can move forward.
This is for supply chain managers and logistics analysts who are tired of manual data entry and need to justify inventory spend to leadership.
Supply Chain Analyst
Analyzing weekly fulfillment trends to identify warehouse bottlenecks.
E-commerce Operations Manager
Monitoring real-time stockouts to protect brand reputation and NPS.
Inventory Planner
Comparing current stock performance against industry-specific targets to adjust ordering.
Build the capability set
Add more capabilities.
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Bring your own AI
Change the model, client or framework. Keep Fill Rate Calculator connected.
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Before you connect
Questions about Fill Rate Calculator.
The practical details behind the request, access and result.
What does the Fill Rate Calculator do for my supply chain?
It turns your raw fulfillment data into clear metrics like Order, Line, and Unit Fill Rates. It helps you see exactly how well your warehouse is performing and where you need to improve.
How can I use the Fill Rate Calculator to see stockout costs?
You can provide your unfulfilled order data to your agent. It will calculate the total financial loss and the potential damage to your brand's reputation.
Can the Fill Rate Calculator compare my data to other industries?
Yes. It can check your performance against specific targets for sectors like retail, electronics, pharma, and food & beverage.
Does the Fill Rate Calculator handle different types of orders?
It handles various levels of fulfillment, including total orders, individual lines within those orders, and the specific units delivered.
How does the Fill Rate Calculator help with my NPS?
It identifies unfulfilled demand and classifies the severity of those stockouts, helping you predict and mitigate risks to your customer satisfaction scores.
Is the Fill Rate Calculator good for retail logistics?
It is perfect for retail. It allows you to monitor your fill rates against retail-specific benchmarks and see the real-time cost of out-of-stock items.
What is the difference between Order, Line, and Unit Fill Rate?
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.
How can I estimate the cost of unfulfilled orders?
Use the estimate_stockout_impact capability by providing the number of unfilled orders, the estimated cost per failed order, and the severity level of the service failure.
Does this capability support industry benchmarking?
Yes, the compare_to_benchmarks capability compares your current unit fill rate against standard targets for sectors such as retail, pharmaceutical, electronics, and food & beverage.
One connection away
Give your agent a direct line to Fill Rate Calculator.
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