mlb-mcp

概述

MLB Stats MCP 服务器是一个全面的 Python 实现，通过多个数据源提供对职业棒球联盟统计数据的结构化访问。它集成了 MLB Stats API、pybaseball 库和其他棒球数据提供商，以提供详细的分析功能。服务器具有组织良好的代码结构，包含工具（MLB StatsAPI、Statcast、pybaseball 绘图）和实用程序模块，使其模块化和可维护。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• mlb_statsapi_tools

  MLB StatsAPI tool definitions for accessing MLB statistics

  试试:Get the current standings for the AL East试试:Retrieve player statistics for Mike Trout
• statcast_tools

  Statcast data tool definitions for advanced baseball analytics

  试试:Get statcast data for last night's Yankees game试试:Find exit velocity for home runs hit in May
• pybaseball_plotting_tools

  Generate matplotlib plots and return base64 encoded images

  试试:Create a heatmap of hit locations for a specific player试试:Generate a pitch type distribution chart
• pybaseball_supp_tools

  Supplemental pybaseball functions for Fangraphs, Baseball Reference, and other data sources

  试试:Get WAR leaders from Fangraphs试试:Retrieve historical standings from Baseball Reference

说明：Tool names were inferred from the project structure and directory organization, as the README doesn't provide explicit documentation of individual tools or their signatures.

可对比工具

安装

curl -LsSf https://astral.sh/uv/install.sh | sh

uv venv
source .venv/bin/activate  # 在 Unix/macOS 上
# 或者在 Windows 上
.venv\Scripts\activate

uv pip install -e .

"mcp-baseball-stats": {
  "command": "{PATH_TO_UV}",
  "args": [
    "--directory",
    "{PROJECT_DIRECTORY}",
    "run",
    "python",
    "-m",
    "mlb_stats_mcp.server"
  ],
  "env": {
    "MLB_STATS_LOG_FILE": "{LOG_FILE_PATH}",
    "MLB_STATS_LOG_LEVEL": "DEBUG"
  }
}

FAQ

这个 MCP 服务器集成了哪些数据源？

该服务器集成了 MLB Stats API、用于 statcast 数据的 pybaseball 库、Fangraphs 和 Baseball Reference。

服务器是否支持生成可视化图表？

是的，它包含 matplotlib 绘图工具，可以生成并返回 base64 编码的图像。

mlb-mcp 对比