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Antrenör MCP

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Antrenör MCP — Experimento / Proyecto de Aprendizaje

Esto no es producción. Es un proyecto paralelo creado para experimentar la versión MCP (Model Context Protocol) de la aplicación principal Antrenör. Objetivo: aprender la arquitectura MCP, mostrar cómo se vería si estuviera integrada en el proyecto principal.

Arquitectura

mcp_servers/data/demo.db  (SQLite — uydurma seed veri)
        ↑                    ↑
   MCP server'lar        Streamlit
   (Claude Desktop)      (localhost:8501)

Idea clave: Una fuente de datos, dos clientes diferentes — uno conversacional (Claude Desktop + MCP), uno visual (Streamlit).

Related MCP server: fitness-mcp-server

Diferencia con el Proyecto Principal

Proyecto Principal (producción)

Este Experimento

Acceso al modelo

Modelo push — Worker pega contexto en el prompt

Modelo pull — Claude extrae de servidores MCP

Cliente

iOS + Streamlit

Claude Desktop + Streamlit

Despliegue

Cloudflare Workers + D1

Python local

Fuente de datos

API real de Garmin

Seed SQLite ficticio

Propósito

Generar valor para el usuario

Aprender/mostrar la arquitectura

Servidores MCP

  1. garmin — Historial de actividades, bienestar, distribución de zonas de frecuencia cardíaca, carga semanal (desde SQLite)

  2. pain — Historial de dolor + registro de nuevo dolor (INSERT en SQLite)

  3. coach-rules — coach-principles.md + pain-rubric.md como plantilla de prompt

Para detalles y API: mcp_servers/README.md

Inicio Rápido

# 1. Bağımlılıklar
python3.11 -m venv .venv
.venv/bin/pip install -r requirements.txt

# 2. DB seed
.venv/bin/python -m mcp_servers.data.seed

# 3. Claude Desktop config kur
cp mcp_servers/claude_desktop_config.example.json \
   "$HOME/Library/Application Support/Claude/claude_desktop_config.json"

# 4. Claude Desktop'ı restart (Cmd+Q sonra yeniden aç)

# 5. Streamlit dashboard (opsiyonel, görsel demo için — port 8502, ana projenin 8501 ile çakışmaz)
.venv/bin/streamlit run streamlit_demo/app.py --server.port 8502

Escenario de Demo

Para 3 escenarios y flujo a usar en la presentación: DEMO.md

Estructura de Carpetas

antrenör_mcp/
├── mcp_servers/
│   ├── garmin/server.py       Aktivite + wellness + zone MCP
│   ├── pain/server.py         Ağrı geçmişi + log_pain tool
│   ├── coach_rules/server.py  Prensipler + rubric prompt template
│   ├── data/seed.py           DB seed script
│   ├── data/demo.db           SQLite (git'e girmez)
│   └── claude_desktop_config.example.json
├── streamlit_demo/app.py      3 tab dashboard
├── docs/
│   ├── coach-principles.md    Zone 2, shin, deload kuralları
│   └── pain-rubric.md         0-10 ağrı ölçeği
├── DEMO.md                    Sunum senaryosu
└── requirements.txt

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