apple-health-mcp-server

概述

Apple Health MCP 服务器允许用户将 Apple 健康数据与支持 MCP 的任何 LLM 连接。它支持使用自然语言查询健康数据进行分析，无需了解 SQL 或复杂数据结构。该服务器基于 FastMCP 框架构建，集成了 DuckDB、Elasticsearch 或 ClickHouse，能够高效处理大规模健康数据集。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• analyze_data_types

  Analyze available data types and quantities in Apple Health data

  试试:Check what data is available and how much of it there is试试:Show me all data types in my health data
• query_activity

  Query and analyze activity data from Apple Health records

  试试:What can you tell me about my activity in the last week?试试:How did my daily statistics look?
• summarize_workouts

  Summarize running workouts and other exercise data

  试试:Summarize my running workouts in July and June试试:Show me my cycling statistics from last month
• search_health_records

  Search and filter health records with natural language

  试试:Find all my sleep records from last month试试:Show me heart rate data from my workouts
• extract_type_data

  Extract data of specific types from Apple Health records

  试试:Extract all weight measurements试试:Get all blood pressure readings
• generate_statistics

  Generate statistics and trend analyses from health data

  试试:Generate statistics for my daily steps试试:Analyze trends in my heart rate over time
• parse_health_xml

  Parse and import Apple Health XML export files

  试试:Parse my Apple Health export file试试:Import health data from XML
• index_data

  Index health data for efficient querying with Elasticsearch, ClickHouse or DuckDB

  试试:Index my health data in DuckDB试试:Set up Elasticsearch indexing for my Apple Health data
• find_hidden_trends

  Identify hidden trends in health data using advanced analysis

  试试:Find trends in my sleep patterns试试:Identify unusual patterns in my activity data
• analyze_workouts

  Analyze workout data from Apple Health records

  试试:Analyze my running performance data试试:Compare my workout intensities over time
• get_health_data_summary

  Get a comprehensive summary of health data

  试试:Give me a summary of my health data试试:What's an overview of my health metrics?
• filter_records

  Filter health records based on specific criteria

  试试:Filter my records to show only high-intensity workouts试试:Show me all records from this month

可对比工具

安装

git clone https://github.com/the-momentum/apple-health-mcp-server.git
cd apple-health-mcp-server

pip install -r requirements.txt

cp .env.example .env
# 编辑 .env 文件进行配置

python -m mcp_server.app

{
  "mcpServers": {
    "apple-health": {
      "command": "python",
      "args": ["-m", "mcp_server.app"],
      "env": {
        "PYTHONPATH": "."
      }
    }
  }
}

FAQ

支持哪些数据源？

该服务器主要支持 Apple Health XML 导出数据，但采用模块化架构设计，可以支持其他可穿戴设备数据源。

使用此 MCP 服务器需要技术技能吗？

不需要，您可以使用自然语言查询健康数据，无需了解 SQL 或数据库知识。

apple-health-mcp-server 对比