Extreme P Value MCP Server

@koido

代码仓库

基本信息

分类

其他

传输方式

stdio

作者

koido

提交者

Masaru Koido

关于 Extreme P Value MCP Server

暂无概览

#mathgpt #math-solver #math-assistant

Extreme P Value MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "extreme-p-mcp": {
      "command": "uv",
      "args": [
        "sync"
      ]
    }
  }
}

Extreme P Value MCP Server 工具

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工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Extreme P Value MCP Server?

This MCP server provides an API interface for extreme p-value calculations (z, t, F, chi‑square, SAIGE, Wald) that are implemented in the R script extreme-P.R, accessed via Python using pyper and served with FastMCP. It is intended for researchers and statisticians who need high‑precision p‑values for extreme test statistics.

How to use Extreme P Value MCP Server?

Install dependencies with uv sync, then start the server with uv run server.py. API endpoints such as /pvalue_extreme_z(z: float) are available, and the helper class ExtremePHelper in extreme_p_helper.py provides a direct Python interface.

Key features of Extreme P Value MCP Server?

Extreme p‑value computations for z, t, F, chi‑square, SAIGE, and Wald.
Returns results as mantissa and exponent.
Built with FastMCP for easy API access.
Integrates R calculations via the pyper bridge.
Simple setup using uv and a single pyproject.toml.

Use cases of Extreme P Value MCP Server?

Computing extremely small p‑values in genome‑wide association studies.
Evaluating statistical significance in fixed‑effect meta‑analyses.
Handling p‑values beyond standard floating‑point precision.
Using the SAIGE method for case‑control study p‑values.
Automating p‑value calculations in a server‑based workflow.

常见问题

What dependencies are required?

You need `uv`, `pyper`, `fastmcp`, and `mcp[cli]`. All are defined in `pyproject.toml`.

Is the server stable and ready for production?

No — the project is under active development and its APIs and features may change without notice.

How do I start the server?

Run `uv sync` to install dependencies, then `uv run server.py`.

What API endpoints does the server provide?

Endpoints include `/pvalue_extreme_z`, `/pvalue_extreme_t`, `/pvalue_extreme_f`, `/pvalue_extreme_chisq`, `/pvalue_extreme

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