mcp

2026-06-17 14:08:15 +02:00
parent 8151a0f7cd
commit fac7309116
14 changed files with 973 additions and 16 deletions
--- a/.env.example
+++ b/.env.example
@@ -1,6 +1,10 @@
 PORT=3000
 API_PORT=3000
 CLIENT_PORT=8080
+MCP_PORT=3001
+MCP_CORS_ORIGIN=*
+# Optional: require Authorization: Bearer <token> for /mcp
+# MCP_AUTH_TOKEN=change-me
 CORS_ORIGIN=http://localhost:8080
 CLIENT_URL=http://localhost:8080

--- a/README.md
+++ b/README.md
@@ -0,0 +1,73 @@
+# Strava MCP
+
+Diese Anwendung besteht aus einer NestJS API, einem Angular Client und einem MCP-Server fuer KI-Zugriff auf die synchronisierten Strava-Daten.
+
+## MCP starten
+
+Im Docker-Container startet der MCP-Server automatisch als HTTP-Endpunkt. nginx veroeffentlicht ihn unter `/mcp` auf demselben Port wie den Client.
+
+```bash
+docker run -d --env-file .env -p 8080:80 --name strava-mcp 192.168.30.40:3000/bastian/strava-mcp:latest
+```
+
+Der MCP-Endpunkt ist dann erreichbar unter:
+
+```text
+http://<server>:8080/mcp
+```
+
+Optional kann der Endpunkt mit `MCP_AUTH_TOKEN` geschuetzt werden. MCP-Clients muessen dann den Header `Authorization: Bearer <token>` senden.
+
+Fuer lokale stdio-Nutzung gibt es weiterhin einen separaten Einstieg. Die `.env` kann im Repository-Root oder im `api`-Ordner liegen.
+
+```bash
+cd api
+npm run build
+npm run start:mcp
+```
+
+Beispiel fuer einen MCP-Client:
+
+```json
+{
+  "mcpServers": {
+    "strava": {
+      "command": "node",
+      "args": ["C:/repositories/strava-mcp/api/dist/mcp-main.js"],
+      "env": {
+        "DATABASE_HOST": "mysql.example.internal",
+        "DATABASE_PORT": "3306",
+        "DATABASE_USER": "strava_app",
+        "DATABASE_PASSWORD": "change-me",
+        "DATABASE_NAME": "strava_app",
+        "APP_ENCRYPTION_KEY": "change-me-to-a-long-random-secret",
+        "STRAVA_CLIENT_ID": "change-me",
+        "STRAVA_CLIENT_SECRET": "change-me",
+        "STRAVA_REDIRECT_URI": "http://localhost:3000/auth/strava/callback"
+      }
+    }
+  }
+}
+```
+
+Der HTTP-MCP kann lokal auch ohne Docker gestartet werden:
+
+```bash
+cd api
+npm run build
+npm run start:mcp:http
+```
+
+## MCP Tools
+
+- `get_athlete_profile`: verbundenes Strava-Profil, Aktivitaetsanzahl, Sportarten und neueste Aktivitaet.
+- `get_training_dashboard`: Summen, Durchschnitte, Wochenverlauf, Sportarten und letzte Aktivitaeten.
+- `get_running_summary`: Laufumfang, Pace, laengster Lauf, Hoehenmeter und Wochenverlauf.
+- `get_running_kpis`: Load, Acute/Chronic Ratio, Monotony, Recovery, Intensitaetsverteilung, Progression und PR-Schaetzungen.
+- `list_activities`: Aktivitaeten nach Zeitraum, Sportart und Name suchen.
+- `get_activity_detail`: Details zu einer Aktivitaet, optional mit begrenzten Stream-Punkten und Raw Payload.
+- `get_running_activity_detail`: Laufdetails mit Splits und Serien.
+- `get_sync_status`: letzter Strava-Sync-Job.
+- `start_strava_sync`: startet oder reaktiviert den Strava-Sync.
+
+Zusätzlich gibt es den Prompt `training_review`, der eine KI zur strukturierten Analyse der Trainingsdaten anleitet.
--- a/api/package-lock.json
+++ b/api/package-lock.json
@@ -9,6 +9,7 @@
      "version": "0.0.1",
      "license": "UNLICENSED",
      "dependencies": {
+        "@modelcontextprotocol/sdk": "^1.29.0",
        "@nestjs/axios": "^4.0.1",
        "@nestjs/common": "^11.0.1",
        "@nestjs/config": "^4.0.4",
@@ -19,7 +20,8 @@
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        "reflect-metadata": "^0.2.2",
        "rxjs": "^7.8.1",
-        "typeorm": "^1.0.0"
+        "typeorm": "^1.0.0",
+        "zod": "^4.4.3"
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@@ -943,6 +945,18 @@
        "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
      }
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@@ -2062,6 +2076,68 @@
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+        "jose": "^6.1.3",
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+        "pkce-challenge": "^5.0.0",
+        "raw-body": "^3.0.0",
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@@ -5414,6 +5486,27 @@
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@@ -5516,11 +5609,28 @@
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@@ -7304,6 +7430,15 @@
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+      "license": "MIT",
+      "funding": {
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@@ -7368,6 +7503,12 @@
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        "url": "https://github.com/sponsors/sindresorhus"
      }
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 }
--- a/api/package.json
+++ b/api/package.json
@@ -12,6 +12,8 @@
    "start:dev": "nest start --watch",
    "start:debug": "nest start --debug --watch",
    "start:prod": "node dist/main",
+    "start:mcp": "node dist/mcp-main",
+    "start:mcp:http": "node dist/mcp-http-main",
    "lint": "eslint \"{src,apps,libs,test}/**/*.ts\" --fix",
    "test": "jest",
    "test:watch": "jest --watch",
@@ -20,6 +22,7 @@
    "test:e2e": "jest --config ./test/jest-e2e.json"
  },
  "dependencies": {
+    "@modelcontextprotocol/sdk": "^1.29.0",
    "@nestjs/axios": "^4.0.1",
    "@nestjs/common": "^11.0.1",
    "@nestjs/config": "^4.0.4",
@@ -30,7 +33,8 @@
    "mysql2": "^3.22.5",
    "reflect-metadata": "^0.2.2",
    "rxjs": "^7.8.1",
-    "typeorm": "^1.0.0"
+    "typeorm": "^1.0.0",
+    "zod": "^4.4.3"
  },
  "devDependencies": {
    "@eslint/eslintrc": "^3.2.0",
--- a/api/src/analytics/analytics.module.ts
+++ b/api/src/analytics/analytics.module.ts
@@ -18,5 +18,6 @@ import { AnalyticsService } from './analytics.service';
  ],
  controllers: [AnalyticsController],
  providers: [AnalyticsService],
+  exports: [AnalyticsService],
 })
 export class AnalyticsModule {}
--- a/api/src/app.module.ts
+++ b/api/src/app.module.ts
@@ -5,6 +5,7 @@ import { AppController } from './app.controller';
 import { AppService } from './app.service';
 import { AnalyticsModule } from './analytics/analytics.module';
 import { createTypeOrmOptions } from './database/typeorm.options';
+import { McpModule } from './mcp/mcp.module';
 import { StravaModule } from './strava/strava.module';

 const featureImports =
@@ -16,10 +17,14 @@ const featureImports =
        }),
        StravaModule,
        AnalyticsModule,
+        McpModule,
      ];

@Module({
-  imports: [ConfigModule.forRoot({ isGlobal: true }), ...featureImports],
+  imports: [
+    ConfigModule.forRoot({ envFilePath: ['.env', '../.env'], isGlobal: true }),
+    ...featureImports,
+  ],
  controllers: [AppController],
  providers: [AppService],
 })
--- a/api/src/mcp-http-main.ts
+++ b/api/src/mcp-http-main.ts
@@ -0,0 +1,26 @@
+import { NestFactory } from '@nestjs/core';
+import { AppModule } from './app.module';
+import { McpServerService } from './mcp/mcp-server.service';
+
+async function bootstrap() {
+  const app = await NestFactory.createApplicationContext(AppModule, {
+    logger: false,
+  });
+  const mcpServer = app.get(McpServerService);
+  const port = Number(process.env.MCP_PORT ?? 3001);
+
+  process.on('SIGINT', () => {
+    void app.close().finally(() => process.exit(0));
+  });
+  process.on('SIGTERM', () => {
+    void app.close().finally(() => process.exit(0));
+  });
+
+  await mcpServer.startHttp(port);
+}
+
+bootstrap().catch((error) => {
+  const message = error instanceof Error ? error.stack : String(error);
+  process.stderr.write(`${message}\n`);
+  process.exit(1);
+});
--- a/api/src/mcp-main.ts
+++ b/api/src/mcp-main.ts
@@ -0,0 +1,25 @@
+import { NestFactory } from '@nestjs/core';
+import { AppModule } from './app.module';
+import { McpServerService } from './mcp/mcp-server.service';
+
+async function bootstrap() {
+  const app = await NestFactory.createApplicationContext(AppModule, {
+    logger: false,
+  });
+  const mcpServer = app.get(McpServerService);
+
+  process.on('SIGINT', () => {
+    void app.close().finally(() => process.exit(0));
+  });
+  process.on('SIGTERM', () => {
+    void app.close().finally(() => process.exit(0));
+  });
+
+  await mcpServer.startStdio();
+}
+
+bootstrap().catch((error) => {
+  const message = error instanceof Error ? error.stack : String(error);
+  process.stderr.write(`${message}\n`);
+  process.exit(1);
+});
--- a/api/src/mcp/mcp-data.service.ts
+++ b/api/src/mcp/mcp-data.service.ts
@@ -0,0 +1,285 @@
+import { Injectable, NotFoundException } from '@nestjs/common';
+import { InjectRepository } from '@nestjs/typeorm';
+import { Repository } from 'typeorm';
+import {
+  StravaActivityEntity,
+  StravaActivityStreamPointEntity,
+  StravaAthleteEntity,
+} from '../database/entities';
+
+export interface ListActivitiesInput {
+  weeks?: number;
+  fromDate?: string;
+  toDate?: string;
+  sportType?: string;
+  query?: string;
+  limit?: number;
+}
+
+export interface ActivityDetailInput {
+  id: string;
+  includeStreams?: boolean;
+  includeRawPayload?: boolean;
+  maxStreamPoints?: number;
+}
+
+@Injectable()
+export class McpDataService {
+  constructor(
+    @InjectRepository(StravaAthleteEntity)
+    private readonly athleteRepository: Repository<StravaAthleteEntity>,
+    @InjectRepository(StravaActivityEntity)
+    private readonly activityRepository: Repository<StravaActivityEntity>,
+    @InjectRepository(StravaActivityStreamPointEntity)
+    private readonly streamPointRepository: Repository<StravaActivityStreamPointEntity>,
+  ) {}
+
+  async getAthleteProfile(): Promise<Record<string, unknown>> {
+    const athlete = await this.athleteRepository.findOne({
+      where: { accountKey: 'primary' },
+    });
+
+    if (!athlete) {
+      throw new NotFoundException('No Strava athlete connected');
+    }
+
+    const [activityCount, latestActivity, sportRows] = await Promise.all([
+      this.activityRepository.count({
+        where: { stravaAthleteId: athlete.id },
+      }),
+      this.activityRepository.findOne({
+        where: { stravaAthleteId: athlete.id },
+        order: { startDate: 'DESC' },
+      }),
+      this.activityRepository
+        .createQueryBuilder('activity')
+        .select('activity.sportType', 'sportType')
+        .addSelect('COUNT(*)', 'count')
+        .where('activity.stravaAthleteId = :athleteId', {
+          athleteId: athlete.id,
+        })
+        .groupBy('activity.sportType')
+        .orderBy('count', 'DESC')
+        .getRawMany<{ sportType: string | null; count: string }>(),
+    ]);
+
+    return {
+      id: athlete.id,
+      stravaAthleteId: athlete.stravaAthleteId,
+      username: athlete.username,
+      firstName: athlete.firstName,
+      lastName: athlete.lastName,
+      city: athlete.city,
+      state: athlete.state,
+      country: athlete.country,
+      sex: athlete.sex,
+      activityCount,
+      latestActivity: latestActivity
+        ? this.toActivitySummary(latestActivity)
+        : null,
+      sports: sportRows.map((row) => ({
+        sportType: row.sportType ?? 'Unbekannt',
+        count: Number(row.count),
+      })),
+      createdAt: this.toIso(athlete.createdAt),
+      updatedAt: this.toIso(athlete.updatedAt),
+    };
+  }
+
+  async listActivities(input: ListActivitiesInput): Promise<Record<string, unknown>> {
+    const limit = this.clampInteger(input.limit ?? 25, 1, 100);
+    const query = this.activityRepository
+      .createQueryBuilder('activity')
+      .orderBy('activity.startDate', 'DESC');
+
+    const rangeStart = input.fromDate
+      ? this.parseDate(input.fromDate, 'fromDate')
+      : input.weeks
+        ? this.addDays(new Date(), -this.clampInteger(input.weeks, 1, 520) * 7)
+        : null;
+    const rangeEnd = input.toDate ? this.parseDate(input.toDate, 'toDate') : null;
+
+    if (rangeStart) {
+      query.andWhere('activity.startDate >= :rangeStart', { rangeStart });
+    }
+    if (rangeEnd) {
+      query.andWhere('activity.startDate <= :rangeEnd', {
+        rangeEnd: this.endOfDay(rangeEnd),
+      });
+    }
+    if (input.sportType && input.sportType !== 'all') {
+      query.andWhere('activity.sportType = :sportType', {
+        sportType: input.sportType,
+      });
+    }
+    if (input.query?.trim()) {
+      query.andWhere('activity.name LIKE :nameQuery', {
+        nameQuery: `%${input.query.trim()}%`,
+      });
+    }
+
+    const totalMatches = await query.getCount();
+    const activities = await query.take(limit).getMany();
+
+    return {
+      totalMatches,
+      returned: activities.length,
+      filters: {
+        weeks: input.weeks ?? null,
+        fromDate: rangeStart ? this.toDateKey(rangeStart) : null,
+        toDate: rangeEnd ? this.toDateKey(rangeEnd) : null,
+        sportType: input.sportType ?? null,
+        query: input.query ?? null,
+        limit,
+      },
+      activities: activities.map((activity) => this.toActivitySummary(activity)),
+    };
+  }
+
+  async getActivityDetail(
+    input: ActivityDetailInput,
+  ): Promise<Record<string, unknown>> {
+    const activity = await this.activityRepository.findOne({
+      where: [{ id: input.id }, { stravaActivityId: input.id }],
+    });
+
+    if (!activity) {
+      throw new NotFoundException('Activity not found');
+    }
+
+    const streamPointCount = await this.streamPointRepository.count({
+      where: { activityId: activity.id },
+    });
+    const detail: Record<string, unknown> = {
+      ...this.toActivitySummary(activity),
+      elapsedTimeSeconds: activity.elapsedTime,
+      maxSpeedMetersPerSecond: activity.maxSpeed,
+      maxHeartrate: activity.maxHeartrate,
+      maxWatts: activity.maxWatts,
+      weightedAverageWatts: activity.weightedAverageWatts,
+      averageCadence: activity.averageCadence,
+      calories: activity.calories,
+      gearId: activity.gearId,
+      trainer: activity.trainer,
+      commute: activity.commute,
+      manual: activity.manual,
+      private: activity.private,
+      visibility: activity.visibility,
+      mapId: activity.mapId,
+      summaryPolyline: activity.summaryPolyline,
+      streamPointCount,
+      createdAt: this.toIso(activity.createdAt),
+      updatedAt: this.toIso(activity.updatedAt),
+    };
+
+    if (input.includeRawPayload) {
+      detail.rawPayload = activity.rawPayload;
+    }
+
+    if (input.includeStreams) {
+      const maxStreamPoints = this.clampInteger(
+        input.maxStreamPoints ?? 1000,
+        1,
+        5000,
+      );
+      const points = await this.streamPointRepository.find({
+        where: { activityId: activity.id },
+        order: { pointIndex: 'ASC' },
+      });
+      const sampledPoints = this.sample(points, maxStreamPoints);
+
+      detail.streams = {
+        totalPoints: points.length,
+        returnedPoints: sampledPoints.length,
+        sampled: sampledPoints.length < points.length,
+        points: sampledPoints.map((point) => ({
+          index: point.pointIndex,
+          timeSeconds: point.timeSeconds,
+          distanceMeters: point.distance,
+          latitude: point.latitude,
+          longitude: point.longitude,
+          altitudeMeters: point.altitude,
+          velocitySmoothMetersPerSecond: point.velocitySmooth,
+          heartRate: point.heartRate,
+          cadence: point.cadence,
+          watts: point.watts,
+          temperature: point.temperature,
+          moving: point.moving,
+          gradeSmooth: point.gradeSmooth,
+        })),
+      };
+    }
+
+    return detail;
+  }
+
+  private toActivitySummary(
+    activity: StravaActivityEntity,
+  ): Record<string, unknown> {
+    return {
+      id: activity.id,
+      stravaActivityId: activity.stravaActivityId,
+      name: activity.name,
+      sportType: activity.sportType,
+      startDate: this.toIso(activity.startDate),
+      startDateLocal: this.toIso(activity.startDateLocal),
+      timezone: activity.timezone,
+      distanceMeters: activity.distance,
+      movingTimeSeconds: activity.movingTime,
+      elevationGainMeters: activity.totalElevationGain,
+      averageSpeedMetersPerSecond: activity.averageSpeed,
+      averageHeartrate: activity.averageHeartrate,
+      averageWatts: activity.averageWatts,
+      paceSecondsPerKm:
+        activity.distance && activity.distance > 0 && activity.movingTime
+          ? Math.round(activity.movingTime / (activity.distance / 1000))
+          : null,
+    };
+  }
+
+  private sample<T>(values: T[], maxItems: number): T[] {
+    if (values.length <= maxItems) {
+      return values;
+    }
+
+    const step = (values.length - 1) / (maxItems - 1);
+    return Array.from({ length: maxItems }, (_, index) => {
+      return values[Math.round(index * step)];
+    });
+  }
+
+  private parseDate(value: string, field: string): Date {
+    const date = new Date(value);
+    if (Number.isNaN(date.getTime())) {
+      throw new Error(`Invalid ${field}: ${value}`);
+    }
+    return date;
+  }
+
+  private endOfDay(value: Date): Date {
+    const date = new Date(value);
+    date.setHours(23, 59, 59, 999);
+    return date;
+  }
+
+  private addDays(value: Date, days: number): Date {
+    const date = new Date(value);
+    date.setDate(date.getDate() + days);
+    return date;
+  }
+
+  private clampInteger(value: number, min: number, max: number): number {
+    if (!Number.isFinite(value)) {
+      return min;
+    }
+    return Math.min(Math.max(Math.trunc(value), min), max);
+  }
+
+  private toIso(value: Date | null): string | null {
+    return value ? value.toISOString() : null;
+  }
+
+  private toDateKey(value: Date): string {
+    return value.toISOString().slice(0, 10);
+  }
+}
--- a/api/src/mcp/mcp-server.service.ts
+++ b/api/src/mcp/mcp-server.service.ts
@@ -0,0 +1,316 @@
+import { Injectable } from '@nestjs/common';
+import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
+import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js';
+import { StreamableHTTPServerTransport } from '@modelcontextprotocol/sdk/server/streamableHttp.js';
+import { createServer, IncomingMessage, ServerResponse } from 'node:http';
+import { z } from 'zod';
+import { AnalyticsService } from '../analytics/analytics.service';
+import { StravaSyncService } from '../strava/strava-sync.service';
+import { McpDataService } from './mcp-data.service';
+
+@Injectable()
+export class McpServerService {
+  constructor(
+    private readonly analyticsService: AnalyticsService,
+    private readonly stravaSyncService: StravaSyncService,
+    private readonly mcpDataService: McpDataService,
+  ) {}
+
+  async startStdio(): Promise<void> {
+    const server = this.createServer();
+    await server.connect(new StdioServerTransport());
+  }
+
+  async startHttp(port = 3001): Promise<void> {
+    const mcpServer = this.createServer();
+    const transport = new StreamableHTTPServerTransport({
+      sessionIdGenerator: undefined,
+    });
+
+    await mcpServer.connect(transport);
+
+    const httpServer = createServer((request, response) => {
+      void this.handleHttpRequest(request, response, transport);
+    });
+
+    await new Promise<void>((resolve) => {
+      httpServer.listen(port, '0.0.0.0', resolve);
+    });
+
+    process.stderr.write(`Strava MCP HTTP server listening on port ${port}\n`);
+  }
+
+  private createServer(): McpServer {
+    const server = new McpServer({
+      name: 'strava-mcp',
+      version: '1.0.0',
+    });
+
+    this.registerTools(server);
+    this.registerPrompts(server);
+
+    return server;
+  }
+
+  private async handleHttpRequest(
+    request: IncomingMessage,
+    response: ServerResponse,
+    transport: StreamableHTTPServerTransport,
+  ): Promise<void> {
+    this.setCorsHeaders(response);
+
+    if (request.method === 'OPTIONS') {
+      response.writeHead(204);
+      response.end();
+      return;
+    }
+
+    const pathname = new URL(request.url ?? '/', 'http://localhost').pathname;
+    if (pathname !== '/mcp') {
+      response.writeHead(404, { 'content-type': 'application/json' });
+      response.end(JSON.stringify({ error: 'Not found' }));
+      return;
+    }
+
+    if (!this.isAuthorized(request)) {
+      response.writeHead(401, { 'content-type': 'application/json' });
+      response.end(JSON.stringify({ error: 'Unauthorized' }));
+      return;
+    }
+
+    try {
+      await transport.handleRequest(request, response);
+    } catch (error) {
+      if (!response.headersSent) {
+        response.writeHead(500, { 'content-type': 'application/json' });
+      }
+      response.end(
+        JSON.stringify({
+          error: error instanceof Error ? error.message : 'MCP request failed',
+        }),
+      );
+    }
+  }
+
+  private isAuthorized(request: IncomingMessage): boolean {
+    const token = process.env.MCP_AUTH_TOKEN;
+    if (!token) {
+      return true;
+    }
+
+    return request.headers.authorization === `Bearer ${token}`;
+  }
+
+  private setCorsHeaders(response: ServerResponse): void {
+    response.setHeader(
+      'Access-Control-Allow-Origin',
+      process.env.MCP_CORS_ORIGIN ?? '*',
+    );
+    response.setHeader(
+      'Access-Control-Allow-Headers',
+      'authorization, content-type, mcp-session-id',
+    );
+    response.setHeader(
+      'Access-Control-Allow-Methods',
+      'GET, POST, DELETE, OPTIONS',
+    );
+    response.setHeader('Access-Control-Expose-Headers', 'mcp-session-id');
+  }
+
+  private registerTools(server: McpServer): void {
+    server.registerTool(
+      'get_athlete_profile',
+      {
+        title: 'Athlete Profile',
+        description:
+          'Liefert das verbundene Strava-Profil, Aktivitaetsanzahl, neueste Aktivitaet und Sportarten.',
+      },
+      async () => this.jsonResult(await this.mcpDataService.getAthleteProfile()),
+    );
+
+    server.registerTool(
+      'get_training_dashboard',
+      {
+        title: 'Training Dashboard',
+        description:
+          'Verdichtete Trainingsdaten fuer einen Zeitraum: Summen, Durchschnitte, Wochen, Sportarten und letzte Aktivitaeten.',
+        inputSchema: {
+          weeks: z
+            .number()
+            .int()
+            .min(1)
+            .max(104)
+            .default(12)
+            .describe('Anzahl Wochen rueckwirkend.'),
+          sportType: z
+            .string()
+            .optional()
+            .describe('Optionaler Strava-Sporttyp, z.B. Run oder Ride.'),
+        },
+      },
+      async ({ weeks, sportType }) =>
+        this.jsonResult(
+          await this.analyticsService.getDashboard(weeks, sportType),
+        ),
+    );
+
+    server.registerTool(
+      'get_running_summary',
+      {
+        title: 'Running Summary',
+        description:
+          'Lauf-Fokus mit Wochenverlauf, Gesamtumfang, Pace, laengstem Lauf, Hoehenmetern und letzten Laeufen.',
+        inputSchema: {
+          weeks: z.number().int().min(1).max(104).default(12),
+        },
+      },
+      async ({ weeks }) =>
+        this.jsonResult(await this.analyticsService.getRunningSummary(weeks)),
+    );
+
+    server.registerTool(
+      'get_running_kpis',
+      {
+        title: 'Running KPIs',
+        description:
+          'Lauf-KPIs fuer Trainingssteuerung: Load, Acute/Chronic Ratio, Monotony, Recovery, Intensitaetsverteilung, Progression und PR-Schaetzungen.',
+        inputSchema: {
+          weeks: z.number().int().min(1).max(104).default(12),
+        },
+      },
+      async ({ weeks }) =>
+        this.jsonResult(await this.analyticsService.getRunningKpis(weeks)),
+    );
+
+    server.registerTool(
+      'list_activities',
+      {
+        title: 'List Activities',
+        description:
+          'Sucht Aktivitaeten nach Zeitraum, Sportart und Name. Nutze dieses Tool fuer Rohdatenlisten und gezielte Rueckfragen.',
+        inputSchema: {
+          weeks: z
+            .number()
+            .int()
+            .min(1)
+            .max(520)
+            .optional()
+            .describe('Optionaler Zeitraum rueckwirkend in Wochen.'),
+          fromDate: z
+            .string()
+            .optional()
+            .describe('Optionales Startdatum, z.B. 2026-01-01.'),
+          toDate: z
+            .string()
+            .optional()
+            .describe('Optionales Enddatum, z.B. 2026-06-17.'),
+          sportType: z.string().optional(),
+          query: z.string().optional().describe('Suche im Aktivitaetsnamen.'),
+          limit: z.number().int().min(1).max(100).default(25),
+        },
+      },
+      async (input) =>
+        this.jsonResult(await this.mcpDataService.listActivities(input)),
+    );
+
+    server.registerTool(
+      'get_activity_detail',
+      {
+        title: 'Activity Detail',
+        description:
+          'Liefert Details zu einer Aktivitaet anhand interner ID oder Strava-ID. Streams koennen optional begrenzt mitgeliefert werden.',
+        inputSchema: {
+          id: z
+            .string()
+            .min(1)
+            .describe('Interne Aktivitaets-ID oder Strava-Aktivitaets-ID.'),
+          includeStreams: z.boolean().default(false),
+          includeRawPayload: z.boolean().default(false),
+          maxStreamPoints: z.number().int().min(1).max(5000).default(1000),
+        },
+      },
+      async (input) =>
+        this.jsonResult(await this.mcpDataService.getActivityDetail(input)),
+    );
+
+    server.registerTool(
+      'get_running_activity_detail',
+      {
+        title: 'Running Activity Detail',
+        description:
+          'Analysiert einen Lauf mit Splits und Serien. Falls Streams fehlen, kann die bestehende Strava-Importlogik diese nachladen.',
+        inputSchema: {
+          id: z.string().min(1).describe('Interne Aktivitaets-ID eines Laufs.'),
+        },
+      },
+      async ({ id }) =>
+        this.jsonResult(
+          await this.analyticsService.getRunningActivityDetail(id),
+        ),
+    );
+
+    server.registerTool(
+      'get_sync_status',
+      {
+        title: 'Sync Status',
+        description: 'Liefert den letzten Strava-Sync-Job mit Status und Zaehlern.',
+      },
+      async () => this.jsonResult(await this.stravaSyncService.getLatestJob()),
+    );
+
+    server.registerTool(
+      'start_strava_sync',
+      {
+        title: 'Start Strava Sync',
+        description:
+          'Startet oder reaktiviert einen Strava-Sync. Nutze das nur, wenn aktuelle Daten benoetigt werden.',
+      },
+      async () => this.jsonResult(await this.stravaSyncService.startSync()),
+    );
+  }
+
+  private registerPrompts(server: McpServer): void {
+    server.registerPrompt(
+      'training_review',
+      {
+        title: 'Training Review',
+        description:
+          'Prompt fuer eine KI-Analyse der Strava-Daten mit konkreten Erkenntnissen und Rueckfragen.',
+        argsSchema: {
+          focus: z
+            .string()
+            .optional()
+            .describe('Optionaler Fokus, z.B. Marathon, Grundlagenausdauer oder Verletzungsrisiko.'),
+          weeks: z.string().optional().describe('Zeitraum in Wochen, Standard 12.'),
+        },
+      },
+      ({ focus, weeks }) => ({
+        messages: [
+          {
+            role: 'user',
+            content: {
+              type: 'text',
+              text:
+                `Analysiere meine Strava-Daten fuer die letzten ${weeks ?? '12'} Wochen` +
+                `${focus ? ` mit Fokus auf ${focus}` : ''}. ` +
+                'Nutze zuerst get_athlete_profile, get_training_dashboard, get_running_summary und get_running_kpis. ' +
+                'Wenn Details unklar sind, suche passende Aktivitaeten mit list_activities und hole Detaildaten mit get_activity_detail. ' +
+                'Gib konkrete Erkenntnisse, moegliche Risiken, belastbare Trends und sinnvolle naechste Fragen aus.',
+            },
+          },
+        ],
+      }),
+    );
+  }
+
+  private jsonResult(data: unknown) {
+    return {
+      content: [
+        {
+          type: 'text' as const,
+          text: JSON.stringify(data, null, 2),
+        },
+      ],
+    };
+  }
+}
--- a/api/src/mcp/mcp.module.ts
+++ b/api/src/mcp/mcp.module.ts
@@ -0,0 +1,26 @@
+import { Module } from '@nestjs/common';
+import { TypeOrmModule } from '@nestjs/typeorm';
+import { AnalyticsModule } from '../analytics/analytics.module';
+import {
+  StravaActivityEntity,
+  StravaActivityStreamPointEntity,
+  StravaAthleteEntity,
+} from '../database/entities';
+import { StravaModule } from '../strava/strava.module';
+import { McpDataService } from './mcp-data.service';
+import { McpServerService } from './mcp-server.service';
+
+@Module({
+  imports: [
+    AnalyticsModule,
+    StravaModule,
+    TypeOrmModule.forFeature([
+      StravaAthleteEntity,
+      StravaActivityEntity,
+      StravaActivityStreamPointEntity,
+    ]),
+  ],
+  providers: [McpDataService, McpServerService],
+  exports: [McpServerService],
+})
+export class McpModule {}
--- a/api/src/strava/strava.module.ts
+++ b/api/src/strava/strava.module.ts
@@ -41,6 +41,10 @@ import { TokenCryptoService } from './token-crypto.service';
    StravaStreamImportService,
    StravaSyncService,
  ],
-  exports: [StravaStreamNormalizerService, StravaStreamImportService],
+  exports: [
+    StravaStreamNormalizerService,
+    StravaStreamImportService,
+    StravaSyncService,
+  ],
 })
 export class StravaModule {}
--- a/docker/nginx.conf
+++ b/docker/nginx.conf
@@ -33,6 +33,19 @@ server {
    proxy_pass http://127.0.0.1:3000;
  }

+  location = /mcp {
+    proxy_http_version 1.1;
+    proxy_buffering off;
+    proxy_cache off;
+    proxy_read_timeout 3600s;
+    proxy_send_timeout 3600s;
+    proxy_set_header Host $host;
+    proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+    proxy_set_header X-Forwarded-Proto $scheme;
+    proxy_set_header X-Real-IP $remote_addr;
+    proxy_pass http://127.0.0.1:3001;
+  }
+
  location / {
    add_header Cache-Control "no-store";
    try_files $uri $uri/ /index.html;
--- a/docker/supervisord.conf
+++ b/docker/supervisord.conf
@@ -16,6 +16,18 @@ stdout_logfile_maxbytes=0
 stderr_logfile=/dev/fd/2
 stderr_logfile_maxbytes=0

+[program:mcp]
+directory=/app/api
+command=node dist/mcp-http-main.js
+user=node
+autorestart=true
+stopasgroup=true
+killasgroup=true
+stdout_logfile=/dev/fd/1
+stdout_logfile_maxbytes=0
+stderr_logfile=/dev/fd/2
+stderr_logfile_maxbytes=0
+
 [program:nginx]
 command=nginx -g "daemon off;"
 autorestart=true