Is io.github.Meador793/stats-explorer-mcp safe to use?

io.github.Meador793/stats-explorer-mcp has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.

How do I install io.github.Meador793/stats-explorer-mcp?

io.github.Meador793/stats-explorer-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can io.github.Meador793/stats-explorer-mcp do?

io.github.Meador793/stats-explorer-mcp provides 11 tools: state_hypotheses, check_assumptions, check_spread, power_analysis, run_test and 6 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.github.Meador793/stats-explorer-mcp?

io.github.Meador793/stats-explorer-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is io.github.Meador793/stats-explorer-mcp actively maintained?

io.github.Meador793/stats-explorer-mcp is actively maintained - last commit was 4 days ago.

io.github.Meador793/stats-explorer-mcp

stats-explorer-mcp

Verified statistics for AI agents: guided tests, A/B tests, Tukey HSD, reports, optional Jev checks.

11 tools GitHub npm

No known CVEs

MIT license

Actively maintained

Last commit 4d ago

Works with most clients

Transport: stdio, sse, http

11 tools · ~836 tok

Grade B · 0.4% of 200K ctx

MCPpedia last refreshed this data 1d ago

Edit this pageView history

io.github.Meador793/stats-explorer-mcp is an MCP server that verified statistics for AI agents: guided tests, A/B tests, Tukey HSD, reports, optional Jev checks. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 83/100 on MCPpedia's security, maintenance and efficiency rubric.

AI / ML Analytics

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "stats-explorer": {
      "env": {
        "STATS_EXPLORER_ROOTS": "/path/to/your/data",
        "STATS_EXPLORER_CONFIRM_VIA": "chat"
      },
      "args": [
        "-y",
        "stats-explorer-mcp"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

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[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-meador793-stats-explorer-mcp)](https://mcppedia.org/s/io-github-meador793-stats-explorer-mcp)

Read me

What io.github.Meador793/stats-explorer-mcp does

Verified statistics for AI agents: guided tests, A/B tests, Tukey HSD, reports, optional Jev checks.

Test This Server

This server supports HTTP transport. Be the first to test it - help the community know if it works.

Loading README…

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

83/100across 5 weighted dimensions

How we score →

0255075100

−17

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked stats-explorer-mcp against OSV.dev.

Inventory

Tools (11)

Click any tool to inspect its schema.

~836 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience - it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.Meador793/stats-explorer-mcp safe to use?: io.github.Meador793/stats-explorer-mcp has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.
How do I install io.github.Meador793/stats-explorer-mcp?: io.github.Meador793/stats-explorer-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.Meador793/stats-explorer-mcp do?: io.github.Meador793/stats-explorer-mcp provides 11 tools: state_hypotheses, check_assumptions, check_spread, power_analysis, run_test and 6 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.Meador793/stats-explorer-mcp?: io.github.Meador793/stats-explorer-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.Meador793/stats-explorer-mcp actively maintained?: io.github.Meador793/stats-explorer-mcp is actively maintained - last commit was 4 days ago.

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Discussion

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AI / ML Analytics

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "stats-explorer": {
      "env": {
        "STATS_EXPLORER_ROOTS": "/path/to/your/data",
        "STATS_EXPLORER_CONFIRM_VIA": "chat"
      },
      "args": [
        "-y",
        "stats-explorer-mcp"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-meador793-stats-explorer-mcp)](https://mcppedia.org/s/io-github-meador793-stats-explorer-mcp)

Read me

What io.github.Meador793/stats-explorer-mcp does

Verified statistics for AI agents: guided tests, A/B tests, Tukey HSD, reports, optional Jev checks.

Test This Server

This server supports HTTP transport. Be the first to test it - help the community know if it works.

README

Stats Explorer MCP

An MCP server with 18 statistics and analytics tools an AI assistant can call instead of guessing numbers, on data files of any size:

Tests: t-tests, z-tests, ANOVA (with a Tukey HSD post-hoc that names the groups that differ), ANCOVA, MANOVA, chi-square, Fisher's exact, binomial and correlation.
A/B testing: A/B and A/B/n readouts for conversion rates and revenue-type metrics (lift with intervals, sample ratio mismatch check, Holm-adjusted comparisons, Bayesian probability to beat the control, segment breakdowns), and sample-size planning.
Analytics: totals, averages and counts by category (top N), and "what drives X?" rankings across every column.
Helpers: descriptive stats, confidence intervals, power analysis, a "which test should I use?" tool, and a data-file inspector.

The tools can read a developer's CSV, TSV, Excel or Parquet files by column name, so large datasets never get pasted into the chat. Each result includes:

the effect size and confidence interval,
a plain-English interpretation,
warnings when an assumption looks shaky.

On top of that:

Correct. 43 reference cases are checked against SciPy and statsmodels on every commit, to at least 6 significant figures.
Guided by default. The agent first decides whether your request needs a hypothesis test or just exploration. Hypothesis tests follow the six steps of Stats Explorer's Bring it all together guide, in order.
You stay in control. Every column, group, chart type and report section the agent proposes is shown to you to confirm or change before anything runs.
Private. Runs locally over stdio. It makes no network calls and needs no API key (unless you turn on Jev's enforce mode, below). Data files are read only from your workspace folders.
Checked by Jev, if you want. Connect Jev, TypeSafe's fast judgment model, alongside it, and Jev independently checks the test plan and the assistant's written conclusions against the computed results. You can run it without an orchestrator, enforced by Stats Explorer itself, or under a production orchestrator that signs every decision.

The engine, the file import and the six-step guide are shared with the Stats Explorer app, so results match the app exactly.

Connect it (pick your assistant)

GitHub Copilot in VS Code: about 1 minute, nothing else to install

In VS Code, open Extensions (Ctrl+Shift+X / Cmd+Shift+X), search Stats Explorer MCP, click Install.
Open Copilot Chat and switch the mode dropdown to Agent.
Click the tools icon in the chat box and check that Stats Explorer is listed and ticked.
Open the folder that holds your data and ask a question (see Example questions).

The extension registers the server itself, using VS Code's built-in runtime, so you don't need Node.js or an mcp.json file. Confirmations appear as forms you can edit.

Claude Code (terminal or the Claude Code panel in VS Code): about 2 minutes

You need Node.js 22 or later (24 LTS recommended). In a terminal, run this once:

claude mcp add -s user stats-explorer -e STATS_EXPLORER_CONFIRM_VIA=chat -- npx -y stats-explorer-mcp
claude mcp list

claude mcp list should show stats-explorer … ✓ Connected. Then start a new Claude session, because servers are loaded when a session starts. In VS Code: Ctrl+Shift+P → Developer: Reload Window, then New session. Type /mcp in the chat to see the servers the session has.

-s user makes it available in every folder (without it, only in the folder where you ran the command).
STATS_EXPLORER_CONFIRM_VIA=chat makes

... View full README on GitHub

Loading README…

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

83/100across 5 weighted dimensions

How we score →

0255075100

−17

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked stats-explorer-mcp against OSV.dev.

Inventory

Tools (11)

Click any tool to inspect its schema.

~836 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience - it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.Meador793/stats-explorer-mcp safe to use?: io.github.Meador793/stats-explorer-mcp has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.
How do I install io.github.Meador793/stats-explorer-mcp?: io.github.Meador793/stats-explorer-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.Meador793/stats-explorer-mcp do?: io.github.Meador793/stats-explorer-mcp provides 11 tools: state_hypotheses, check_assumptions, check_spread, power_analysis, run_test and 6 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.Meador793/stats-explorer-mcp?: io.github.Meador793/stats-explorer-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.Meador793/stats-explorer-mcp actively maintained?: io.github.Meador793/stats-explorer-mcp is actively maintained - last commit was 4 days ago.