Shewhart

FreeNot checked

Enables AI agents to perform statistical process control calculations using validated, deterministic tools such as control charts, capability analysis, and tole

by bertanucar

GitHub Embed

About

Enables AI agents to perform statistical process control calculations using validated, deterministic tools such as control charts, capability analysis, and tolerance intervals.

README

An MCP server that exposes shewhart, the statistical process control library for Python, as tools for AI agents.

The reasoning: agents asked about process data tend to generate their own statistics, and generated statistics fail silently. Calculation belongs in a deterministic, versioned, validated tool that the agent calls. The agent interprets; validated code calculates.

Status

In development. This release reserves the package name; the first working server ships shortly, with these tools:

Tool	Purpose
`review`	one call: choose the right chart, check assumptions, return a structured verdict
`control_chart`	I-MR, Xbar-R/S, p/np/c/u, Laney, EWMA, CUSUM by alias
`capability`	Cp/Cpk/Pp/Ppk with confidence intervals, non-normal methods
`tolerance_interval`	normal (Howe k2) and nonparametric (Wilks)
`fit_baseline` / `evaluate_baseline`	freeze control limits, judge new data against them

Every result carries provenance (library version, input hash, timestamp) and is validated against published reference values, including NIST-certified datasets, in CI.

License

MIT. Built by Bertan Ucar.

from github.com/bertanucar/shewhart-mcp

Install Shewhart in Claude Desktop, Claude Code & Cursor

Recommended · one command, every IDE

unyly install shewhart-mcp

Installs into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.

First time? Get the CLI: curl -fsSL https://unyly.org/install | sh

Or configure manually

Run in your terminal:

claude mcp add shewhart-mcp -- uvx shewhart-mcp

FAQ

Is Shewhart MCP free?

Yes, Shewhart MCP is free — one-click install via Unyly at no cost.

Does Shewhart need an API key?

No, Shewhart runs without API keys or environment variables.

Is Shewhart hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Shewhart in Claude Desktop, Claude Code or Cursor?

Open Shewhart on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

Related MCPs

Fetch

Web content fetching and conversion for efficient LLM usage.

by Community

AWS KB Retrieval

Retrieval from AWS Knowledge Base using Bedrock Agent Runtime.

by modelcontextprotocol

Spring AI MCP Server

Provides auto-configuration for setting up an MCP server in Spring Boot applications.

by Community

llm-analysis-assistant

A very streamlined mcp client that supports calling and monitoring stdio/sse/streamableHttp, and can also view request responses through the /logs page. It also

by xuzexin-hz

Compare Shewhart with

ShewhartvsFetch ShewhartvsAWS KB Retrieval ShewhartvsSpring AI MCP Server Shewhartvsllm-analysis-assistant

Not sure what to pick?

Find your stack in 60 seconds

Author?

Embed badge for your README

Browse similar

All ai MCPs