create a local mcp_server gradio app that will become the private space.

.gitignore

@@ -8,6 +8,4 @@ wheels/
 
 # Virtual environments
 .venv
-.DS_Store
-
-data
+.DS_Store

.mcp.json

@@ -0,0 +1,18 @@
+{
+  "mcpServers": {
+    "playwright": {
+      "command": "npx",
+      "args": [
+        "@playwright/mcp@latest"
+      ]
+    },
+    "sqlite": {
+        "command": "uvx",
+        "args": [
+          "mcp-server-sqlite",
+          "--db-path",
+          "data/health_data.db"
+        ]
+    }
+  }
+}

create_test_db.py

@@ -0,0 +1,24 @@
+#!/usr/bin/env python3
+"""Create a test SQLite database from the export.xml file."""
+
+from src.parser.parser import AppleHealthParser
+import os
+
+def main():
+    xml_file = "data/export.xml"
+    db_file = "data/health_data.db"
+    
+    # Remove existing database if it exists
+    if os.path.exists(db_file):
+        os.remove(db_file)
+        print(f"Removed existing {db_file}")
+    
+    # Create the parser with no date cutoff to include all records
+    from datetime import timedelta
+    parser = AppleHealthParser(db_path=db_file, data_cutoff=timedelta(days=36500))  # 100 years
+    print(f"Parsing {xml_file}...")
+    parser.parse_file(xml_file)
+    print(f"Successfully created {db_file}")
+
+if __name__ == "__main__":
+    main()

data/export.xml

@@ -0,0 +1,346 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE HealthData [
+<!-- HealthKit Export Version: 14 -->
+<!ELEMENT HealthData (ExportDate,Me,(Record|Correlation|Workout|ActivitySummary|ClinicalRecord|Audiogram|VisionPrescription)*)>
+<!ATTLIST HealthData
+  locale CDATA #REQUIRED
+>
+<!ELEMENT ExportDate EMPTY>
+<!ATTLIST ExportDate
+  value CDATA #REQUIRED
+>
+<!ELEMENT Me EMPTY>
+<!ATTLIST Me
+  HKCharacteristicTypeIdentifierDateOfBirth                   CDATA #REQUIRED
+  HKCharacteristicTypeIdentifierBiologicalSex                 CDATA #REQUIRED
+  HKCharacteristicTypeIdentifierBloodType                     CDATA #REQUIRED
+  HKCharacteristicTypeIdentifierFitzpatrickSkinType           CDATA #REQUIRED
+  HKCharacteristicTypeIdentifierCardioFitnessMedicationsUse   CDATA #REQUIRED
+>
+<!ELEMENT Record ((MetadataEntry|HeartRateVariabilityMetadataList)*)>
+<!ATTLIST Record
+  type          CDATA #REQUIRED
+  unit          CDATA #IMPLIED
+  value         CDATA #IMPLIED
+  sourceName    CDATA #REQUIRED
+  sourceVersion CDATA #IMPLIED
+  device        CDATA #IMPLIED
+  creationDate  CDATA #IMPLIED
+  startDate     CDATA #REQUIRED
+  endDate       CDATA #REQUIRED
+>
+<!-- Note: Any Records that appear as children of a correlation also appear as top-level records in this document. -->
+<!ELEMENT Correlation ((MetadataEntry|Record)*)>
+<!ATTLIST Correlation
+  type          CDATA #REQUIRED
+  sourceName    CDATA #REQUIRED
+  sourceVersion CDATA #IMPLIED
+  device        CDATA #IMPLIED
+  creationDate  CDATA #IMPLIED
+  startDate     CDATA #REQUIRED
+  endDate       CDATA #REQUIRED
+>
+<!ELEMENT Workout ((MetadataEntry|WorkoutEvent|WorkoutRoute|WorkoutStatistics)*)>
+<!ATTLIST Workout
+  workoutActivityType   CDATA #REQUIRED
+  duration              CDATA #IMPLIED
+  durationUnit          CDATA #IMPLIED
+  totalDistance         CDATA #IMPLIED
+  totalDistanceUnit     CDATA #IMPLIED
+  totalEnergyBurned     CDATA #IMPLIED
+  totalEnergyBurnedUnit CDATA #IMPLIED
+  sourceName            CDATA #REQUIRED
+  sourceVersion         CDATA #IMPLIED
+  device                CDATA #IMPLIED
+  creationDate          CDATA #IMPLIED
+  startDate             CDATA #REQUIRED
+  endDate               CDATA #REQUIRED
+>
+<!ELEMENT WorkoutActivity ((MetadataEntry)*)>
+<!ATTLIST WorkoutActivity
+  uuid                 CDATA #REQUIRED
+  startDate            CDATA #REQUIRED
+  endDate              CDATA #IMPLIED
+  duration             CDATA #IMPLIED
+  durationUnit         CDATA #IMPLIED
+>
+<!ELEMENT WorkoutEvent ((MetadataEntry)*)>
+<!ATTLIST WorkoutEvent
+  type                 CDATA #REQUIRED
+  date                 CDATA #REQUIRED
+  duration             CDATA #IMPLIED
+  durationUnit         CDATA #IMPLIED
+>
+<!ELEMENT WorkoutStatistics EMPTY>
+<!ATTLIST WorkoutStatistics
+  type                 CDATA #REQUIRED
+  startDate            CDATA #REQUIRED
+  endDate              CDATA #REQUIRED
+  average              CDATA #IMPLIED
+  minimum              CDATA #IMPLIED
+  maximum              CDATA #IMPLIED
+  sum                  CDATA #IMPLIED
+  unit                 CDATA #IMPLIED
+>
+<!ELEMENT WorkoutRoute ((MetadataEntry|FileReference)*)>
+<!ATTLIST WorkoutRoute
+  sourceName    CDATA #REQUIRED
+  sourceVersion CDATA #IMPLIED
+  device        CDATA #IMPLIED
+  creationDate  CDATA #IMPLIED
+  startDate     CDATA #REQUIRED
+  endDate       CDATA #REQUIRED
+>
+<!ELEMENT FileReference EMPTY>
+<!ATTLIST FileReference
+  path CDATA #REQUIRED
+>
+<!ELEMENT ActivitySummary EMPTY>
+<!ATTLIST ActivitySummary
+  dateComponents           CDATA #IMPLIED
+  activeEnergyBurned       CDATA #IMPLIED
+  activeEnergyBurnedGoal   CDATA #IMPLIED
+  activeEnergyBurnedUnit   CDATA #IMPLIED
+  appleMoveTime            CDATA #IMPLIED
+  appleMoveTimeGoal        CDATA #IMPLIED
+  appleExerciseTime        CDATA #IMPLIED
+  appleExerciseTimeGoal    CDATA #IMPLIED
+  appleStandHours          CDATA #IMPLIED
+  appleStandHoursGoal      CDATA #IMPLIED
+>
+<!ELEMENT MetadataEntry EMPTY>
+<!ATTLIST MetadataEntry
+  key   CDATA #REQUIRED
+  value CDATA #REQUIRED
+>
+<!-- Note: Heart Rate Variability records captured by Apple Watch may include an associated list of instantaneous beats-per-minute readings. -->
+<!ELEMENT HeartRateVariabilityMetadataList (InstantaneousBeatsPerMinute*)>
+<!ELEMENT InstantaneousBeatsPerMinute EMPTY>
+<!ATTLIST InstantaneousBeatsPerMinute
+  bpm  CDATA #REQUIRED
+  time CDATA #REQUIRED
+>
+<!ELEMENT ClinicalRecord EMPTY>
+<!ATTLIST ClinicalRecord
+  type              CDATA #REQUIRED
+  identifier        CDATA #REQUIRED
+  sourceName        CDATA #REQUIRED
+  sourceURL         CDATA #REQUIRED
+  fhirVersion       CDATA #REQUIRED
+  receivedDate      CDATA #REQUIRED
+  resourceFilePath  CDATA #REQUIRED
+>
+<!ELEMENT Audiogram ((MetadataEntry|SensitivityPoint)*)>
+<!ATTLIST Audiogram
+  type          CDATA #REQUIRED
+  sourceName    CDATA #REQUIRED
+  sourceVersion CDATA #IMPLIED
+  device        CDATA #IMPLIED
+  creationDate  CDATA #IMPLIED
+  startDate     CDATA #REQUIRED
+  endDate       CDATA #REQUIRED
+>
+<!ELEMENT SensitivityPoint EMPTY>
+<!ATTLIST SensitivityPoint
+  frequencyValue   CDATA #REQUIRED
+  frequencyUnit    CDATA #REQUIRED
+  leftEarValue     CDATA #IMPLIED
+  leftEarUnit      CDATA #IMPLIED
+  leftEarMasked      CDATA #IMPLIED
+  leftEarClampingRangeLowerBound   CDATA #IMPLIED
+  leftEarClampingRangeUpperBound   CDATA #IMPLIED
+  rightEarValue    CDATA #IMPLIED
+  rightEarUnit     CDATA #IMPLIED
+  rightEarMasked      CDATA #IMPLIED
+  rightEarClampingRangeLowerBound  CDATA #IMPLIED
+  rightEarClampingRangeUpperBound  CDATA #IMPLIED
+>
+<!ELEMENT VisionPrescription ((RightEye|LeftEye|Attachment|MetadataEntry)*)>
+<!ATTLIST VisionPrescription
+  type             CDATA #REQUIRED
+  dateIssued       CDATA #REQUIRED
+  expirationDate   CDATA #IMPLIED
+  brand            CDATA #IMPLIED
+>
+<!ELEMENT RightEye EMPTY>
+<!ATTLIST RightEye
+  sphere           CDATA #IMPLIED
+  sphereUnit       CDATA #IMPLIED
+  cylinder         CDATA #IMPLIED
+  cylinderUnit     CDATA #IMPLIED
+  axis             CDATA #IMPLIED
+  axisUnit         CDATA #IMPLIED
+  add              CDATA #IMPLIED
+  addUnit          CDATA #IMPLIED
+  vertex           CDATA #IMPLIED
+  vertexUnit       CDATA #IMPLIED
+  prismAmount      CDATA #IMPLIED
+  prismAmountUnit  CDATA #IMPLIED
+  prismAngle       CDATA #IMPLIED
+  prismAngleUnit   CDATA #IMPLIED
+  farPD            CDATA #IMPLIED
+  farPDUnit        CDATA #IMPLIED
+  nearPD           CDATA #IMPLIED
+  nearPDUnit       CDATA #IMPLIED
+  baseCurve        CDATA #IMPLIED
+  baseCurveUnit    CDATA #IMPLIED
+  diameter         CDATA #IMPLIED
+  diameterUnit     CDATA #IMPLIED
+>
+<!ELEMENT LeftEye EMPTY>
+<!ATTLIST LeftEye
+  sphere           CDATA #IMPLIED
+  sphereUnit       CDATA #IMPLIED
+  cylinder         CDATA #IMPLIED
+  cylinderUnit     CDATA #IMPLIED
+  axis             CDATA #IMPLIED
+  axisUnit         CDATA #IMPLIED
+  add              CDATA #IMPLIED
+  addUnit          CDATA #IMPLIED
+  vertex           CDATA #IMPLIED
+  vertexUnit       CDATA #IMPLIED
+  prismAmount      CDATA #IMPLIED
+  prismAmountUnit  CDATA #IMPLIED
+  prismAngle       CDATA #IMPLIED
+  prismAngleUnit   CDATA #IMPLIED
+  farPD            CDATA #IMPLIED
+  farPDUnit        CDATA #IMPLIED
+  nearPD           CDATA #IMPLIED
+  nearPDUnit       CDATA #IMPLIED
+  baseCurve        CDATA #IMPLIED
+  baseCurveUnit    CDATA #IMPLIED
+  diameter         CDATA #IMPLIED
+  diameterUnit     CDATA #IMPLIED
+>
+<!ELEMENT Attachment EMPTY>
+<!ATTLIST Attachment
+  identifier       CDATA #IMPLIED
+>
+]>
+<HealthData locale="en_US">
+ <ExportDate value="2025-01-14 12:00:00 +0100"/>
+ <Me HKCharacteristicTypeIdentifierDateOfBirth="1995-01-15" HKCharacteristicTypeIdentifierBiologicalSex="HKBiologicalSexMale" HKCharacteristicTypeIdentifierBloodType="HKBloodTypeNotSet" HKCharacteristicTypeIdentifierFitzpatrickSkinType="HKFitzpatrickSkinTypeNotSet" HKCharacteristicTypeIdentifierCardioFitnessMedicationsUse="None"/>
+ 
+ <!-- Blood Glucose Records -->
+ <Record type="HKQuantityTypeIdentifierBloodGlucose" sourceName="Health" sourceVersion="17.3" unit="mmol&lt;180.1558800000541&gt;/L" creationDate="2024-01-09 22:32:54 +0100" startDate="2024-01-09 12:30:00 +0100" endDate="2024-01-09 12:30:00 +0100" value="4.59">
+  <MetadataEntry key="HKWasUserEntered" value="1"/>
+  <MetadataEntry key="HKBloodGlucoseMealTime" value="1"/>
+ </Record>
+ <Record type="HKQuantityTypeIdentifierBloodGlucose" sourceName="Health" sourceVersion="17.3" unit="mmol&lt;180.1558800000541&gt;/L" creationDate="2024-01-09 22:45:00 +0100" startDate="2024-01-09 18:30:00 +0100" endDate="2024-01-09 18:30:00 +0100" value="5.23">
+  <MetadataEntry key="HKWasUserEntered" value="1"/>
+  <MetadataEntry key="HKBloodGlucoseMealTime" value="2"/>
+ </Record>
+ 
+ <!-- Body Mass Index Records -->
+ <Record type="HKQuantityTypeIdentifierBodyMassIndex" sourceName="Zepp Life" sourceVersion="202311211629" unit="count" creationDate="2023-12-03 22:41:05 +0100" startDate="2023-12-03 22:38:45 +0100" endDate="2023-12-03 22:38:45 +0100" value="21.3294"/>
+ <Record type="HKQuantityTypeIdentifierBodyMassIndex" sourceName="Zepp Life" sourceVersion="202311211629" unit="count" creationDate="2023-12-04 08:50:30 +0100" startDate="2023-12-04 01:07:25 +0100" endDate="2023-12-04 01:07:25 +0100" value="22.4251"/>
+ 
+ <!-- Body Mass Records -->
+ <Record type="HKQuantityTypeIdentifierBodyMass" sourceName="Zepp Life" sourceVersion="202311211629" unit="kg" creationDate="2023-12-03 22:41:05 +0100" startDate="2023-12-03 22:38:45 +0100" endDate="2023-12-03 22:38:45 +0100" value="68.5"/>
+ <Record type="HKQuantityTypeIdentifierBodyMass" sourceName="Zepp Life" sourceVersion="202311211629" unit="kg" creationDate="2023-12-04 08:50:30 +0100" startDate="2023-12-04 01:07:25 +0100" endDate="2023-12-04 01:07:25 +0100" value="72"/>
+ 
+ <!-- Heart Rate Records -->
+ <Record type="HKQuantityTypeIdentifierHeartRate" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="count/min" creationDate="2023-11-20 19:26:08 +0100" startDate="2023-11-20 19:20:56 +0100" endDate="2023-11-20 19:20:56 +0100" value="56">
+  <MetadataEntry key="HKMetadataKeyHeartRateMotionContext" value="0"/>
+ </Record>
+ <Record type="HKQuantityTypeIdentifierHeartRate" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="count/min" creationDate="2023-11-20 19:42:40 +0100" startDate="2023-11-20 19:42:39 +0100" endDate="2023-11-20 19:42:39 +0100" value="96">
+  <MetadataEntry key="HKMetadataKeyHeartRateMotionContext" value="1"/>
+ </Record>
+ <Record type="HKQuantityTypeIdentifierHeartRate" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="count/min" creationDate="2023-11-20 19:59:33 +0100" startDate="2023-11-20 19:59:19 +0100" endDate="2023-11-20 19:59:19 +0100" value="150">
+  <MetadataEntry key="HKMetadataKeyHeartRateMotionContext" value="2"/>
+ </Record>
+ 
+ <!-- Step Count Records -->
+ <Record type="HKQuantityTypeIdentifierStepCount" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="count" creationDate="2023-11-20 14:15:00 +0100" startDate="2023-11-20 14:00:00 +0100" endDate="2023-11-20 14:15:00 +0100" value="234"/>
+ <Record type="HKQuantityTypeIdentifierStepCount" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="count" creationDate="2023-11-20 14:30:00 +0100" startDate="2023-11-20 14:15:00 +0100" endDate="2023-11-20 14:30:00 +0100" value="456"/>
+ 
+ <!-- Blood Pressure Correlation -->
+ <Correlation type="HKCorrelationTypeIdentifierBloodPressure" sourceName="Health" sourceVersion="17.3" creationDate="2024-01-10 12:52:42 +0100" startDate="2024-01-10 11:30:00 +0100" endDate="2024-01-10 11:30:00 +0100">
+  <MetadataEntry key="HKWasUserEntered" value="1"/>
+  <Record type="HKQuantityTypeIdentifierBloodPressureSystolic" sourceName="Health" sourceVersion="17.3" unit="mmHg" creationDate="2024-01-10 12:52:42 +0100" startDate="2024-01-10 11:30:00 +0100" endDate="2024-01-10 11:30:00 +0100" value="136">
+   <MetadataEntry key="HKWasUserEntered" value="1"/>
+  </Record>
+  <Record type="HKQuantityTypeIdentifierBloodPressureDiastolic" sourceName="Health" sourceVersion="17.3" unit="mmHg" creationDate="2024-01-10 12:52:42 +0100" startDate="2024-01-10 11:30:00 +0100" endDate="2024-01-10 11:30:00 +0100" value="69">
+   <MetadataEntry key="HKWasUserEntered" value="1"/>
+  </Record>
+ </Correlation>
+ 
+ <!-- Sleep Analysis Records -->
+ <Record type="HKCategoryTypeIdentifierSleepAnalysis" sourceName="AutoSleep" sourceVersion="6.4.0" creationDate="2020-07-08 08:37:42 +0100" startDate="2020-07-08 01:05:06 +0100" endDate="2020-07-08 08:30:00 +0100" value="HKCategoryValueSleepAnalysisInBed">
+  <MetadataEntry key="HKTimeZone" value="Europe/Zurich"/>
+ </Record>
+ <Record type="HKCategoryTypeIdentifierSleepAnalysis" sourceName="AutoSleep" sourceVersion="6.4.0" creationDate="2020-07-08 08:37:42 +0100" startDate="2020-07-08 01:15:00 +0100" endDate="2020-07-08 08:30:00 +0100" value="HKCategoryValueSleepAnalysisAsleepUnspecified"/>
+ 
+ <!-- Workout Records -->
+ <Workout workoutActivityType="HKWorkoutActivityTypeWalking" duration="88.23378186623255" durationUnit="min" totalDistance="5.234" totalDistanceUnit="km" totalEnergyBurned="342.5" totalEnergyBurnedUnit="Cal" sourceName="Guillaume's Apple Watch" sourceVersion="6.2.5" device="&lt;&lt;HKDevice: 0x533b03430&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:6.2.5&gt;" creationDate="2020-05-27 18:57:19 +0100" startDate="2020-05-27 17:26:15 +0100" endDate="2020-05-27 18:57:18 +0100">
+  <MetadataEntry key="HKIndoorWorkout" value="0"/>
+  <MetadataEntry key="HKAverageMETs" value="5.43210 kcal/hr·kg"/>
+  <WorkoutEvent type="HKWorkoutEventTypePause" date="2020-05-27 17:45:00 +0100"/>
+  <WorkoutEvent type="HKWorkoutEventTypeResume" date="2020-05-27 17:47:30 +0100"/>
+  <WorkoutStatistics type="HKQuantityTypeIdentifierHeartRate" startDate="2020-05-27 17:26:15 +0100" endDate="2020-05-27 18:57:18 +0100" average="92.5" minimum="65" maximum="125" unit="count/min"/>
+  <WorkoutStatistics type="HKQuantityTypeIdentifierActiveEnergyBurned" startDate="2020-05-27 17:26:15 +0100" endDate="2020-05-27 18:57:18 +0100" sum="342.5" unit="Cal"/>
+  <WorkoutRoute sourceName="Guillaume's Apple Watch" sourceVersion="11.2" creationDate="2024-12-13 13:17:22 +0200" startDate="2024-12-13 12:58:33 +0200" endDate="2024-12-13 12:59:02 +0200">
+   <MetadataEntry key="HKMetadataKeySyncVersion" value="2"/>
+   <MetadataEntry key="HKMetadataKeySyncIdentifier" value="48F229FA-1BC6-47E6-91BE-BBA6796D5E8C"/>
+   <FileReference path="/workout-routes/route_2024-12-13_11.59am.gpx"/>
+  </WorkoutRoute>
+  <WorkoutRoute sourceName="Guillaume's Apple Watch" sourceVersion="11.2" creationDate="2024-12-13 13:17:22 +0200" startDate="2024-12-13 12:58:33 +0200" endDate="2024-12-13 12:59:02 +0200">
+   <MetadataEntry key="HKMetadataKeySyncVersion" value="2"/>
+   <MetadataEntry key="HKMetadataKeySyncIdentifier" value="48F229FA-1BC6-47E6-91BE-BBA6796D5E8C"/>
+   <FileReference path="/workout-routes/route_2024-12-13_11.59am.gpx"/>
+  </WorkoutRoute>
+ </Workout>
+ 
+ <Workout workoutActivityType="HKWorkoutActivityTypeCycling" duration="28.81272718310356" durationUnit="min" totalDistance="12.5" totalDistanceUnit="km" totalEnergyBurned="289.3" totalEnergyBurnedUnit="Cal" sourceName="Guillaume's Apple Watch" sourceVersion="6.2.5" device="&lt;&lt;HKDevice: 0x533b03430&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:6.2.5&gt;" creationDate="2020-05-28 15:24:12 +0100" startDate="2020-05-28 14:55:22 +0100" endDate="2020-05-28 15:24:11 +0100">
+  <MetadataEntry key="HKIndoorWorkout" value="0"/>
+  <WorkoutStatistics type="HKQuantityTypeIdentifierHeartRate" startDate="2020-05-28 14:55:22 +0100" endDate="2020-05-28 15:24:11 +0100" average="115.2" minimum="88" maximum="145" unit="count/min"/>
+ </Workout>
+ 
+ <!-- Activity Summary Records -->
+ <ActivitySummary dateComponents="2020-05-27" activeEnergyBurned="547.163" activeEnergyBurnedGoal="680" activeEnergyBurnedUnit="Cal" appleMoveTime="0" appleMoveTimeGoal="0" appleExerciseTime="44" appleExerciseTimeGoal="30" appleStandHours="10" appleStandHoursGoal="12"/>
+ <ActivitySummary dateComponents="2020-05-28" activeEnergyBurned="732.037" activeEnergyBurnedGoal="680" activeEnergyBurnedUnit="Cal" appleMoveTime="0" appleMoveTimeGoal="0" appleExerciseTime="55" appleExerciseTimeGoal="30" appleStandHours="14" appleStandHoursGoal="12"/>
+ <ActivitySummary dateComponents="2020-05-29" activeEnergyBurned="824.261" activeEnergyBurnedGoal="680" activeEnergyBurnedUnit="Cal" appleMoveTime="0" appleMoveTimeGoal="0" appleExerciseTime="53" appleExerciseTimeGoal="30" appleStandHours="15" appleStandHoursGoal="12"/>
+ 
+ <!-- Additional diverse records -->
+ <Record type="HKQuantityTypeIdentifierActiveEnergyBurned" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="Cal" creationDate="2023-11-20 14:30:00 +0100" startDate="2023-11-20 14:00:00 +0100" endDate="2023-11-20 14:30:00 +0100" value="45.3"/>
+ 
+ <Record type="HKQuantityTypeIdentifierBasalEnergyBurned" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="Cal" creationDate="2023-11-20 15:00:00 +0100" startDate="2023-11-20 14:00:00 +0100" endDate="2023-11-20 15:00:00 +0100" value="85.7"/>
+ 
+ <Record type="HKQuantityTypeIdentifierDistanceWalkingRunning" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="km" creationDate="2023-11-20 14:30:00 +0100" startDate="2023-11-20 14:00:00 +0100" endDate="2023-11-20 14:30:00 +0100" value="0.523"/>
+ 
+ <Record type="HKCategoryTypeIdentifierAppleStandHour" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" creationDate="2023-11-20 15:00:00 +0100" startDate="2023-11-20 14:00:00 +0100" endDate="2023-11-20 15:00:00 +0100" value="HKCategoryValueAppleStandHourStood"/>
+ 
+ <Record type="HKCategoryTypeIdentifierMindfulSession" sourceName="Breathe" sourceVersion="1.0" creationDate="2023-11-20 16:00:00 +0100" startDate="2023-11-20 15:55:00 +0100" endDate="2023-11-20 16:00:00 +0100" value="HKCategoryValueNotApplicable"/>
+ 
+ <Record type="HKQuantityTypeIdentifierBodyFatPercentage" sourceName="Health" sourceVersion="17.3" unit="%" creationDate="2024-01-10 09:00:00 +0100" startDate="2024-01-10 09:00:00 +0100" endDate="2024-01-10 09:00:00 +0100" value="18.5">
+  <MetadataEntry key="HKWasUserEntered" value="1"/>
+ </Record>
+ 
+ <Record type="HKQuantityTypeIdentifierHeight" sourceName="Health" sourceVersion="17.3" unit="cm" creationDate="2023-12-01 10:00:00 +0100" startDate="2023-12-01 10:00:00 +0100" endDate="2023-12-01 10:00:00 +0100" value="180">
+  <MetadataEntry key="HKWasUserEntered" value="1"/>
+ </Record>
+ 
+ <Record type="HKQuantityTypeIdentifierRestingHeartRate" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="count/min" creationDate="2023-11-21 07:00:00 +0100" startDate="2023-11-20 00:00:00 +0100" endDate="2023-11-21 00:00:00 +0100" value="52"/>
+ 
+ <Record type="HKQuantityTypeIdentifierVO2Max" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="mL/kg·min" creationDate="2023-11-20 18:00:00 +0100" startDate="2023-11-20 17:26:15 +0100" endDate="2023-11-20 18:00:00 +0100" value="45.2">
+  <MetadataEntry key="HKVO2MaxTestType" value="2"/>
+ </Record>
+ 
+ <Record type="HKQuantityTypeIdentifierAppleSleepingWristTemperature" sourceName="Guillaume's Apple Watch" sourceVersion="10.0" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch6,2, software:10.0&gt;" unit="degC" creationDate="2023-11-21 07:30:00 +0100" startDate="2023-11-21 01:00:00 +0100" endDate="2023-11-21 07:00:00 +0100" value="0.23">
+  <MetadataEntry key="HKSleepingWristTemperatureSourceType" value="0"/>
+ </Record>
+ 
+ <Record type="HKQuantityTypeIdentifierHeartRateVariabilitySDNN" sourceName="Guillaume's Apple Watch" sourceVersion="9.6.3" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch4,4, software:9.6.3&gt;" unit="ms" creationDate="2023-11-20 08:00:00 +0100" startDate="2023-11-20 07:55:00 +0100" endDate="2023-11-20 08:00:00 +0100" value="45.3">
+ <HeartRateVariabilityMetadataList>
+  <InstantaneousBeatsPerMinute bpm="72" time="7:47:41.86 PM"/>
+  <InstantaneousBeatsPerMinute bpm="68" time="7:47:53.78 PM"/>
+ </HeartRateVariabilityMetadataList>
+</Record>
+ 
+ <Record type="HKQuantityTypeIdentifierOxygenSaturation" sourceName="Health" sourceVersion="17.3" unit="%" creationDate="2024-01-10 10:00:00 +0100" startDate="2024-01-10 10:00:00 +0100" endDate="2024-01-10 10:00:00 +0100" value="98">
+  <MetadataEntry key="HKWasUserEntered" value="1"/>
+ </Record>
+ 
+ <Record type="HKQuantityTypeIdentifierRespiratoryRate" sourceName="Guillaume's Apple Watch" sourceVersion="10.0" device="&lt;&lt;HKDevice: 0x533ad2350&gt;, name:Apple Watch, manufacturer:Apple Inc., model:Watch, hardware:Watch6,2, software:10.0&gt;" unit="count/min" creationDate="2023-11-21 07:00:00 +0100" startDate="2023-11-21 01:00:00 +0100" endDate="2023-11-21 07:00:00 +0100" value="14.5"/>
+ 
+</HealthData>

mcp_server.py

@@ -0,0 +1,182 @@
+import gradio as gr
+import sqlite3
+import pandas as pd
+import json
+import os
+from huggingface_hub import hf_hub_download
+
+# Configuration
+LOCAL_DB_PATH = "data/health_data.db"
+DATA_REPO = os.getenv("DATA_REPO", None)  # e.g., "username/project-data"
+IS_HF_SPACE = os.getenv("SPACE_ID") is not None
+
+def get_db_connection(token=None):
+    """Get a connection to the SQLite database."""
+    if DATA_REPO and IS_HF_SPACE:
+        # Running in HF Spaces - download from private dataset
+        try:
+            db_path = hf_hub_download(
+                repo_id=DATA_REPO,
+                filename="health_data.db",
+                repo_type="dataset",
+                token=token
+            )
+            return sqlite3.connect(db_path)
+        except Exception as e:
+            raise Exception(f"Failed to download database from {DATA_REPO}: {str(e)}")
+    else:
+        # Local development mode
+        if not os.path.exists(LOCAL_DB_PATH):
+            raise FileNotFoundError(f"Database file not found: {LOCAL_DB_PATH}. Run create_test_db.py first.")
+        return sqlite3.connect(LOCAL_DB_PATH)
+
+def execute_sql_query(sql_query, hf_token=None):
+    """Execute any SQL query on the Apple Health SQLite database.
+    
+    Args:
+        sql_query (str): The SQL query to execute
+        hf_token (str): Hugging Face token for accessing private dataset
+        
+    Returns:
+        str: JSON formatted results or error message
+    """
+    if not sql_query or not sql_query.strip():
+        return "Error: Empty SQL query provided"
+    
+    try:
+        conn = get_db_connection(token=hf_token)
+        
+        # Execute the query
+        result = pd.read_sql_query(sql_query, conn)
+        conn.close()
+        
+        # Convert to JSON
+        return json.dumps(result.to_dict('records'), indent=2)
+        
+    except Exception as e:
+        return f"Error executing SQL query: {str(e)}"
+
+# MCP Server Interface
+with gr.Blocks(title="Apple Health MCP Server") as demo:
+    if IS_HF_SPACE and DATA_REPO:
+        gr.Markdown("# Apple Health MCP Server")
+        gr.Markdown(f"This is an MCP server for querying Apple Health data from dataset: `{DATA_REPO}`")
+    else:
+        gr.Markdown("# Apple Health MCP Server (Local Development)")
+        gr.Markdown(f"Database: `{LOCAL_DB_PATH}`")
+    
+    with gr.Tab("SQL Query Interface"):
+        gr.Markdown("### Execute SQL Queries")
+        gr.Markdown("Enter any SQL query to execute against your Apple Health SQLite database.")
+        
+        # Only show token input if running in HF Spaces
+        if IS_HF_SPACE and DATA_REPO:
+            hf_token_input = gr.Textbox(
+                label="Hugging Face Token",
+                placeholder="hf_...",
+                type="password",
+                info="Your HF token to access the private dataset. Get it from https://huggingface.co/settings/tokens"
+            )
+        else:
+            hf_token_input = gr.Textbox(visible=False, value=None)
+        
+        sql_input = gr.Textbox(
+            label="SQL Query",
+            placeholder="SELECT * FROM activity_summaries LIMIT 10;",
+            lines=5,
+            value="SELECT name FROM sqlite_master WHERE type='table';",
+            info="Available tables depend on your export data. Run the first sample query to see all tables."
+        )
+        
+        query_btn = gr.Button("Execute Query", variant="primary")
+        output = gr.Code(language="json", label="Query Results")
+        
+        # Sample queries for easy testing
+        gr.Markdown("### Sample Queries")
+        gr.Examples(
+            examples=[
+                ["SELECT name FROM sqlite_master WHERE type='table';"],
+                ["SELECT * FROM workout LIMIT 5;"],
+                ["SELECT * FROM instantaneousbeatsperminute;"],
+            ],
+            inputs=sql_input
+        )
+        
+        query_btn.click(
+            fn=execute_sql_query,
+            inputs=[sql_input, hf_token_input],
+            outputs=output
+        )
+    
+    with gr.Tab("MCP Endpoint"):
+        if IS_HF_SPACE:
+            space_id = os.getenv("SPACE_ID", "your-space-id")
+            gr.Markdown(f"""
+            ## MCP Server Endpoint
+            
+            This space can be used as an MCP server with the following configuration:
+            
+            ```json
+            {{
+                "mcpServers": {{
+                    "apple-health": {{
+                        "command": "npx",
+                        "args": [
+                            "mcp-remote",
+                            "https://huggingface.co/spaces/{space_id}/gradio_api/mcp/sse",
+                            "--header",
+                            "Authorization:${{AUTH_HEADER}}"
+                        ],
+                        "env": {{
+                            "AUTH_HEADER": "Bearer YOUR_HF_TOKEN_HERE"
+                        }}
+                    }}
+                }}
+            }}
+            ```
+            
+            **Setup Instructions:**
+            1. Replace `YOUR_HF_TOKEN_HERE` with your actual Hugging Face token
+            2. Add this configuration to your Claude Desktop config file
+            3. Claude will be able to query your Apple Health data using SQL
+            """)
+        else:
+            gr.Markdown("""
+            ## MCP Server Endpoint
+            
+            This local server can be used as an MCP server with the following configuration:
+            
+            ```json
+            {
+                "mcpServers": {
+                    "apple-health-local": {
+                        "command": "npx",
+                        "args": [
+                            "mcp-remote",
+                            "http://localhost:7860/gradio_api/mcp/sse"
+                        ]
+                    }
+                }
+            }
+            ```
+            
+            **Setup Instructions:**
+            1. Run this server: `python mcp_server.py`
+            2. Add the above configuration to your Claude Desktop config file
+            3. Claude will be able to query your Apple Health data using SQL
+            
+            **Note:** This is a local development server. No authentication is required.
+            """)
+
+if __name__ == "__main__":
+    if IS_HF_SPACE:
+        print(f"Starting Apple Health MCP Server in HF Spaces mode")
+        if DATA_REPO:
+            print(f"Data repository: {DATA_REPO}")
+        else:
+            print("Warning: DATA_REPO environment variable not set")
+    else:
+        print(f"Starting Apple Health MCP Server (Local Development)")
+        print(f"Database path: {LOCAL_DB_PATH}")
+    
+    demo.launch(mcp_server=True, server_name="0.0.0.0" if not IS_HF_SPACE else None)