Use Quality Control Chart Design with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Designs statistical process control charts to monitor process stability.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 4 capabilities
The complete Quality Control Chart Design capability set.
These are the exact actions your AI can choose when you ask it to work with Quality Control Chart Design.
01-04
4 capabilities in this set.
Part of 4 available through Quality Control Chart Design.
- 01
Generate individual limits
Specifically calculates limits for processes where measurements are taken one at a time (Individual charts)
- 02
Analyze process stability
Determines if a process is in a state of statistical control based on provided measurements and chart type
- 03
Calculate control parameters
Generates the mathematical boundaries for a specific SPC chart type
- 04
Detect out of control patterns
Identifies specific non-random patterns in a sequence of data points
Observed, not estimated
882ms average. Fast in production.
Quality Control Chart Design is checked daily against the live service.
- Fastest day
- 818ms
- Slowest day
- 970ms
- 14-day trend
- Improving-14%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Quality Control Chart Design, so you can see the experience inside your AI.
It does not authenticate your account with Quality Control Chart Design. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Quality Control Chart Design Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_KqTtBzjUdqcOQIpZWZvwmzzKHMRVs2yc1L7IPbCg/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Quality Control Chart Design capabilities are ready to use.
{
"mcpServers": {
"quality-control-chart-design-mcp": {
"url": "https://edge.vinkius.com/vk_preview_KqTtBzjUdqcOQIpZWZvwmzzKHMRVs2yc1L7IPbCg/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions Quality Control Chart Design owners ask.
- 01
What types of charts can I design?
You can design X-bar, R, S, and Individual (I) charts using the calculate_control_parameters and generate_individual_limits capabilities.
- 02
How do I check if my process is stable?
Use the analyze_process_stability capability with your measurements and control limits to detect violations and stability status.
- 03
Can I detect trends in my data?
Yes, the detect_out_of_control_patterns capability is specifically designed to identify trends, shifts, and oscillations in your data series.
Explore
More in Statistics
Sampling Plan Designer AI Connector
Generates statistically rigorous sampling plans for quality control.
ViewSugarcane Ripening Scheduler AI Connector
Predict sucrose accumulation and optimize harvest windows for sugarcane crops.
ViewCycle Day Resolver AI Connector
Identify specific tasks or states for any future date based on a repeating, variable-length sequence.
ViewStat Scaling Calculator AI Connector
Compute and compare attribute progression curves for game design.
View
Suggestions
Scaffolding Load Capacity Calculator AI Connector
Calculates safe working loads, bracing requirements, and stability for scaffolding.
ViewPerformance Regression Detector AI Connector
Detects performance regressions and predicts execution time failures in LLM workflows.
ViewADX-Calculator AI Connector
Deterministic Average Directional Index (ADX) calculator using Wilder's smoothing.
ViewOpening Range Breakout Strategy AI Connector
A deterministic intraday strategy that identifies price breakouts from the initial market opening range.
View
