diff --git a/apps/metrics/.gitignore b/apps/metrics/.gitignore
new file mode 100644
index 0000000..365d8bf
--- /dev/null
+++ b/apps/metrics/.gitignore
@@ -0,0 +1,75 @@
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# Virtual environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+
+# Logs
+logs/
+*.log
+
+# OS
+.DS_Store
+.DS_Store?
+._*
+.Spotlight-V100
+.Trashes
+ehthumbs.db
+Thumbs.db
+
+# Test coverage
+htmlcov/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# Environments
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
diff --git a/apps/metrics/Dockerfile b/apps/metrics/Dockerfile
new file mode 100644
index 0000000..4c40152
--- /dev/null
+++ b/apps/metrics/Dockerfile
@@ -0,0 +1,37 @@
+FROM python:3.10-slim-bullseye
+
+# docker settings
+ARG CONTAINER_APP_ROOT="/app"
+ENV APP_NAME="metrics"
+
+# Service dependencies
+ENV DEVSVC_WEBAPI_URL_BASE="http://devsvc:8007/api/devsvc"
+ENV NOTIFICATION_WEBAPI_URL_BASE="http://notification:8003/api/notification/"
+
+# JWT settings
+ENV JWT_SECRET_KEY="8f87ca8c3c9c3df09a9c78e0adb0927855568f6072d9efc892534aee35f5867b"
+ENV JWT_ALGORITHM="HS256"
+
+# Site settings
+ENV SERVICE_API_ACCESS_HOST=0.0.0.0
+ENV SERVICE_API_ACCESS_PORT=8009
+ENV MONGODB_NAME=freeleaps2
+ENV MONGODB_PORT=27017
+ENV MONGODB_URI="mongodb://localhost:27017/"
+
+# Log settings
+ENV LOG_BASE_PATH=$CONTAINER_APP_ROOT/log/$APP_NAME
+ENV BACKEND_LOG_FILE_NAME=$APP_NAME
+ENV APPLICATION_ACTIVITY_LOG=$APP_NAME-activity
+
+WORKDIR ${CONTAINER_APP_ROOT}
+COPY requirements.txt .
+
+RUN pip install --upgrade pip
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . ${CONTAINER_APP_ROOT}
+
+EXPOSE ${SERVICE_API_ACCESS_PORT}
+# Using shell to expand environment to ensure pass the actual environment value to uvicorn
+CMD uvicorn webapi.main:app --reload --port=$SERVICE_API_ACCESS_PORT --host=$SERVICE_API_ACCESS_HOST
diff --git a/apps/metrics/__init__.py b/apps/metrics/__init__.py
new file mode 100644
index 0000000..648659c
--- /dev/null
+++ b/apps/metrics/__init__.py
@@ -0,0 +1 @@
+# Metrics Service
diff --git a/apps/metrics/backend/__init__.py b/apps/metrics/backend/__init__.py
new file mode 100644
index 0000000..f4e0926
--- /dev/null
+++ b/apps/metrics/backend/__init__.py
@@ -0,0 +1 @@
+# Backend module
diff --git a/apps/metrics/backend/annotation/__init__.py b/apps/metrics/backend/annotation/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/backend/application/__init__.py b/apps/metrics/backend/application/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/backend/business/__init__.py b/apps/metrics/backend/business/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/backend/infra/__init__.py b/apps/metrics/backend/infra/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/backend/infra/starrocks_client.py b/apps/metrics/backend/infra/starrocks_client.py
new file mode 100644
index 0000000..af7fb97
--- /dev/null
+++ b/apps/metrics/backend/infra/starrocks_client.py
@@ -0,0 +1,90 @@
+import pymysql
+from typing import List, Dict, Any, Optional
+from datetime import date
+from loguru import logger
+from webapi.config.site_settings import site_settings
+
+
+class StarRocksClient:
+    """StarRocks database client for querying user registration data"""
+    
+    def __init__(self):
+        self.host = site_settings.STARROCKS_HOST
+        self.port = site_settings.STARROCKS_PORT
+        self.user = site_settings.STARROCKS_USER
+        self.password = site_settings.STARROCKS_PASSWORD
+        self.database = site_settings.STARROCKS_DATABASE
+        self.connection = None
+    
+    def connect(self) -> bool:
+        """Establish connection to StarRocks database"""
+        try:
+            self.connection = pymysql.connect(
+                host=self.host,
+                port=self.port,
+                user=self.user,
+                password=self.password,
+                database=self.database,
+                charset='utf8mb4',
+                autocommit=True
+            )
+            logger.info(f"Successfully connected to StarRocks at {self.host}:{self.port}")
+            return True
+        except Exception as e:
+            logger.error(f"Failed to connect to StarRocks: {e}")
+            return False
+    
+    def disconnect(self):
+        """Close database connection"""
+        if self.connection:
+            self.connection.close()
+            self.connection = None
+            logger.info("Disconnected from StarRocks")
+    
+    def execute_query(self, query: str, params: Optional[tuple] = None) -> List[Dict[str, Any]]:
+        """Execute SQL query and return results"""
+        if not self.connection:
+            if not self.connect():
+                raise Exception("Failed to connect to StarRocks database")
+        
+        try:
+            with self.connection.cursor(pymysql.cursors.DictCursor) as cursor:
+                cursor.execute(query, params)
+                results = cursor.fetchall()
+                logger.info(f"Query executed successfully, returned {len(results)} rows")
+                return results
+        except Exception as e:
+            logger.error(f"Query execution failed: {e}")
+            raise e
+    
+    def get_daily_registered_users(
+        self, 
+        start_date: date, 
+        end_date: date, 
+        product_id: str = "freeleaps"
+    ) -> List[Dict[str, Any]]:
+        """Query daily registered users from StarRocks"""
+        query = """
+        SELECT 
+            date_id,
+            product_id,
+            registered_cnt,
+            updated_at
+        FROM dws_daily_registered_users 
+        WHERE date_id >= %s 
+          AND date_id <= %s 
+          AND product_id = %s
+        ORDER BY date_id ASC
+        """
+        
+        params = (start_date, end_date, product_id)
+        return self.execute_query(query, params)
+    
+    def __enter__(self):
+        """Context manager entry"""
+        self.connect()
+        return self
+    
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        """Context manager exit"""
+        self.disconnect()
diff --git a/apps/metrics/backend/models/__init__.py b/apps/metrics/backend/models/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/backend/models/registered_users.py b/apps/metrics/backend/models/registered_users.py
new file mode 100644
index 0000000..64bebcb
--- /dev/null
+++ b/apps/metrics/backend/models/registered_users.py
@@ -0,0 +1,26 @@
+from pydantic import BaseModel
+from datetime import date, datetime
+from typing import List, Optional
+
+
+class DailyRegisteredUsers(BaseModel):
+    """Daily registered users data model"""
+    date_id: date
+    product_id: str = "freeleaps"
+    registered_cnt: int
+    updated_at: Optional[datetime] = None
+
+
+class UserRegistrationQuery(BaseModel):
+    """Query parameters for user registration data"""
+    start_date: date
+    end_date: date
+    product_id: str = "freeleaps"
+
+
+class UserRegistrationResponse(BaseModel):
+    """Response model for user registration data"""
+    dates: List[str]
+    counts: List[int]
+    total_registrations: int
+    query_period: str
diff --git a/apps/metrics/backend/services/__init__.py b/apps/metrics/backend/services/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/backend/services/registration_service.py b/apps/metrics/backend/services/registration_service.py
new file mode 100644
index 0000000..29432c4
--- /dev/null
+++ b/apps/metrics/backend/services/registration_service.py
@@ -0,0 +1,125 @@
+from typing import List, Dict, Any
+from datetime import date, timedelta
+from loguru import logger
+from backend.infra.starrocks_client import StarRocksClient
+from backend.models.registered_users import UserRegistrationResponse, DailyRegisteredUsers
+
+
+class RegistrationService:
+    """Service for handling user registration data queries"""
+    
+    def __init__(self):
+        self.starrocks_client = StarRocksClient()
+    
+    def get_daily_registered_users(
+        self, 
+        start_date: date, 
+        end_date: date, 
+        product_id: str = "freeleaps"
+    ) -> UserRegistrationResponse:
+        """
+        Get daily registered users count for a date range
+        
+        Args:
+            start_date: Start date for the query
+            end_date: End date for the query
+            product_id: Product identifier (default: freeleaps)
+            
+        Returns:
+            UserRegistrationResponse with dates and counts
+        """
+        try:
+            # Query data from StarRocks
+            raw_data = self.starrocks_client.get_daily_registered_users(
+                start_date, end_date, product_id
+            )
+            
+            # Convert to DailyRegisteredUsers objects
+            daily_data = [
+                DailyRegisteredUsers(
+                    date_id=row['date_id'],
+                    product_id=row['product_id'],
+                    registered_cnt=row['registered_cnt'],
+                    updated_at=row.get('updated_at')
+                )
+                for row in raw_data
+            ]
+            
+            # Create date-to-count mapping
+            data_dict = {str(item.date_id): item.registered_cnt for item in daily_data}
+            
+            # Generate complete date range
+            dates = []
+            counts = []
+            current_date = start_date
+            
+            while current_date <= end_date:
+                date_str = str(current_date)
+                dates.append(date_str)
+                counts.append(data_dict.get(date_str, 0))
+                current_date += timedelta(days=1)
+            
+            # Calculate total registrations
+            total_registrations = sum(counts)
+            
+            logger.info(
+                f"Retrieved registration data for {len(dates)} days, "
+                f"total registrations: {total_registrations}"
+            )
+            
+            return UserRegistrationResponse(
+                dates=dates,
+                counts=counts,
+                total_registrations=total_registrations,
+                query_period=f"{start_date} to {end_date}"
+            )
+            
+        except Exception as e:
+            logger.error(f"Failed to get daily registered users: {e}")
+            raise e
+    
+    def get_registration_summary(
+        self, 
+        start_date: date, 
+        end_date: date, 
+        product_id: str = "freeleaps"
+    ) -> Dict[str, Any]:
+        """
+        Get summary statistics for user registrations
+        
+        Args:
+            start_date: Start date for the query
+            end_date: End date for the query
+            product_id: Product identifier
+            
+        Returns:
+            Dictionary with summary statistics
+        """
+        try:
+            response = self.get_daily_registered_users(start_date, end_date, product_id)
+            
+            if not response.counts:
+                return {
+                    "total_registrations": 0,
+                    "average_daily": 0,
+                    "max_daily": 0,
+                    "min_daily": 0,
+                    "days_with_registrations": 0,
+                    "total_days": len(response.dates)
+                }
+            
+            counts = response.counts
+            non_zero_counts = [c for c in counts if c > 0]
+            
+            return {
+                "total_registrations": response.total_registrations,
+                "average_daily": round(sum(counts) / len(counts), 2),
+                "max_daily": max(counts),
+                "min_daily": min(counts),
+                "days_with_registrations": len(non_zero_counts),
+                "total_days": len(response.dates)
+            }
+            
+        except Exception as e:
+            logger.error(f"Failed to get registration summary: {e}")
+            raise e
diff --git a/apps/metrics/common/__init__.py b/apps/metrics/common/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/requirements.txt b/apps/metrics/requirements.txt
new file mode 100644
index 0000000..96d4bfd
--- /dev/null
+++ b/apps/metrics/requirements.txt
@@ -0,0 +1,16 @@
+fastapi==0.114.0
+pydantic==2.9.2
+loguru==0.7.2
+uvicorn==0.23.2
+beanie==1.21.0
+pika==1.3.2
+aio-pika
+httpx
+pydantic-settings
+python-jose
+passlib[bcrypt]
+prometheus-fastapi-instrumentator==7.0.2
+pytest==8.4.1
+pytest-asyncio==0.21.2
+pymysql==1.1.0
+sqlalchemy==2.0.23
diff --git a/apps/metrics/start_fastapi.sh b/apps/metrics/start_fastapi.sh
new file mode 100755
index 0000000..7c469ba
--- /dev/null
+++ b/apps/metrics/start_fastapi.sh
@@ -0,0 +1,38 @@
+#!/bin/bash
+rp=$(dirname "$(realpath '$1')")
+pushd $rp
+
+APP_NAME=metrics
+APP_PARENT_FOLDER=apps
+
+GIT_REPO_ROOT=$(git rev-parse --show-toplevel)
+CODEBASE_ROOT=$GIT_REPO_ROOT/$APP_PARENT_FOLDER/$APP_NAME
+SITE_DEPLOY_FOLDER=$GIT_REPO_ROOT/sites/$APP_NAME/deploy
+
+echo APP_NAME=$APP_NAME > .env
+cat $SITE_DEPLOY_FOLDER/common/.env >> .env
+echo GIT_REPO_ROOT=$(git rev-parse --show-toplevel) >> .env
+echo CODEBASE_ROOT=$GIT_REPO_ROOT/$APP_PARENT_FOLDER/$APP_NAME >> .env
+echo SITE_DEPLOY_FOLDER=$GIT_REPO_ROOT/sites/$APP_NAME/deploy >> .env
+cat $SITE_DEPLOY_FOLDER/common/.host.env >> .env
+cat $SITE_DEPLOY_FOLDER/local/.env >> .env
+
+. .env
+
+if [ -d "$VENV_DIR" ]
+then
+    echo "Folder $VENV_DIR exists. Proceed to next steps"
+else
+    echo "Folder $VENV_DIR doesn't exist. create it"
+    sudo apt install python3-pip
+    python3 -m pip install virtualenv
+    python3 -m virtualenv $VENV_DIR
+fi
+
+source $VENV_DIR/bin/activate
+pip install --upgrade pip
+pip install -r requirements.txt
+
+uvicorn webapi.main:app --reload --host 0.0.0.0 --port $SERVICE_API_ACCESS_PORT
+
+popd
diff --git a/apps/metrics/test_registration_api.py b/apps/metrics/test_registration_api.py
new file mode 100755
index 0000000..a181b0b
--- /dev/null
+++ b/apps/metrics/test_registration_api.py
@@ -0,0 +1,106 @@
+#!/usr/bin/env python3
+"""
+Test script for registration API endpoints
+"""
+import requests
+import json
+from datetime import date, timedelta
+
+# API base URL
+BASE_URL = "http://localhost:8009"
+
+def test_daily_registered_users():
+    """Test the daily registered users endpoint"""
+    print("Testing daily registered users endpoint...")
+    
+    # Test with last 7 days
+    end_date = date.today()
+    start_date = end_date - timedelta(days=6)
+    
+    url = f"{BASE_URL}/api/metrics/daily-registered-users"
+    params = {
+        "start_date": str(start_date),
+        "end_date": str(end_date),
+        "product_id": "freeleaps"
+    }
+    
+    try:
+        response = requests.get(url, params=params)
+        print(f"Status Code: {response.status_code}")
+        
+        if response.status_code == 200:
+            data = response.json()
+            print(f"Response: {json.dumps(data, indent=2)}")
+            print(f"Number of days: {len(data['dates'])}")
+            print(f"Total registrations: {data['total_registrations']}")
+        else:
+            print(f"Error: {response.text}")
+            
+    except Exception as e:
+        print(f"Request failed: {e}")
+
+def test_registration_summary():
+    """Test the registration summary endpoint"""
+    print("\nTesting registration summary endpoint...")
+    
+    end_date = date.today()
+    start_date = end_date - timedelta(days=6)
+    
+    url = f"{BASE_URL}/api/metrics/registration-summary"
+    params = {
+        "start_date": str(start_date),
+        "end_date": str(end_date),
+        "product_id": "freeleaps"
+    }
+    
+    try:
+        response = requests.get(url, params=params)
+        print(f"Status Code: {response.status_code}")
+        
+        if response.status_code == 200:
+            data = response.json()
+            print(f"Summary: {json.dumps(data, indent=2)}")
+        else:
+            print(f"Error: {response.text}")
+            
+    except Exception as e:
+        print(f"Request failed: {e}")
+
+def test_post_method():
+    """Test the POST method for daily registered users"""
+    print("\nTesting POST method for daily registered users...")
+    
+    end_date = date.today()
+    start_date = end_date - timedelta(days=6)
+    
+    url = f"{BASE_URL}/api/metrics/daily-registered-users"
+    payload = {
+        "start_date": str(start_date),
+        "end_date": str(end_date),
+        "product_id": "freeleaps"
+    }
+    
+    try:
+        response = requests.post(url, json=payload)
+        print(f"Status Code: {response.status_code}")
+        
+        if response.status_code == 200:
+            data = response.json()
+            print(f"Response: {json.dumps(data, indent=2)}")
+        else:
+            print(f"Error: {response.text}")
+            
+    except Exception as e:
+        print(f"Request failed: {e}")
+
+if __name__ == "__main__":
+    print("Starting registration API tests...")
+    print(f"Testing against: {BASE_URL}")
+    print("=" * 50)
+    
+    test_daily_registered_users()
+    test_registration_summary()
+    test_post_method()
+    
+    print("\n" + "=" * 50)
+    print("Tests completed!")
diff --git a/apps/metrics/tests/__init__.py b/apps/metrics/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/webapi/__init__.py b/apps/metrics/webapi/__init__.py
new file mode 100644
index 0000000..b5778ef
--- /dev/null
+++ b/apps/metrics/webapi/__init__.py
@@ -0,0 +1 @@
+# WebAPI module
diff --git a/apps/metrics/webapi/bootstrap/__init__.py b/apps/metrics/webapi/bootstrap/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/webapi/bootstrap/application.py b/apps/metrics/webapi/bootstrap/application.py
new file mode 100644
index 0000000..bfe3e11
--- /dev/null
+++ b/apps/metrics/webapi/bootstrap/application.py
@@ -0,0 +1,69 @@
+from fastapi import FastAPI
+from fastapi.middleware.cors import CORSMiddleware
+from prometheus_fastapi_instrumentator import Instrumentator
+from webapi.config.site_settings import site_settings
+from loguru import logger
+import os
+
+
+def create_app() -> FastAPI:
+    """
+    Create and configure the FastAPI application
+    """
+    app = FastAPI(
+        title="Metrics Service API",
+        description="Metrics Service for Freeleaps Platform",
+        version="1.0.0",
+        docs_url="/docs",
+        redoc_url="/redoc"
+    )
+    
+    # Add CORS middleware
+    app.add_middleware(
+        CORSMiddleware,
+        allow_origins=["*"],
+        allow_credentials=True,
+        allow_methods=["*"],
+        allow_headers=["*"],
+    )
+    
+    # Setup logging
+    setup_logging()
+    
+    # Setup Prometheus metrics
+    Instrumentator().instrument(app).expose(app)
+    
+    # Include routers
+    # from webapi.routes import health, api
+    # app.include_router(health.router, prefix="/health", tags=["health"])
+    # app.include_router(api.router, prefix="/api/metrics", tags=["metrics"])
+    # Note: Registration router is included in main.py
+    
+    return app
+
+
+def setup_logging():
+    """
+    Setup logging configuration
+    """
+    # Create log directory if it doesn't exist
+    log_dir = site_settings.LOG_BASE_PATH
+    os.makedirs(log_dir, exist_ok=True)
+    
+    # Configure loguru
+    logger.add(
+        f"{log_dir}/{site_settings.BACKEND_LOG_FILE_NAME}.log",
+        rotation="1 day",
+        retention="30 days",
+        level="INFO",
+        format="{time:YYYY-MM-DD HH:mm:ss} | {level} | {name}:{function}:{line} | {message}"
+    )
+    
+    logger.add(
+        f"{log_dir}/{site_settings.APPLICATION_ACTIVITY_LOG}.log",
+        rotation="1 day",
+        retention="30 days",
+        level="INFO",
+        format="{time:YYYY-MM-DD HH:mm:ss} | {level} | {name}:{function}:{line} | {message}",
+        filter=lambda record: record["level"].name == "INFO"
+    )
diff --git a/apps/metrics/webapi/config/__init__.py b/apps/metrics/webapi/config/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/webapi/config/site_settings.py b/apps/metrics/webapi/config/site_settings.py
new file mode 100644
index 0000000..098d36f
--- /dev/null
+++ b/apps/metrics/webapi/config/site_settings.py
@@ -0,0 +1,41 @@
+from pydantic_settings import BaseSettings
+from typing import Optional
+
+
+class SiteSettings(BaseSettings):
+    # Server settings
+    SERVER_HOST: str = "0.0.0.0"
+    SERVER_PORT: int = 8009
+    SERVICE_API_ACCESS_HOST: str = "0.0.0.0"
+    SERVICE_API_ACCESS_PORT: int = 8009
+    
+    # Database settings
+    MONGODB_URI: str = "mongodb://localhost:27017/"
+    MONGODB_NAME: str = "freeleaps2"
+    MONGODB_PORT: int = 27017
+    
+    # JWT settings
+    JWT_SECRET_KEY: str = "8f87ca8c3c9c3df09a9c78e0adb0927855568f6072d9efc892534aee35f5867b"
+    JWT_ALGORITHM: str = "HS256"
+    
+    # Log settings
+    LOG_BASE_PATH: str = "./logs"
+    BACKEND_LOG_FILE_NAME: str = "metrics"
+    APPLICATION_ACTIVITY_LOG: str = "metrics-activity"
+    
+    # Service dependencies
+    DEVSVC_WEBAPI_URL_BASE: str = "http://devsvc:8007/api/devsvc"
+    NOTIFICATION_WEBAPI_URL_BASE: str = "http://notification:8003/api/notification/"
+    
+    # StarRocks database settings
+    STARROCKS_HOST: str = "freeleaps-starrocks-cluster-fe-service.freeleaps-data-platform.svc"
+    STARROCKS_PORT: int = 9030
+    STARROCKS_USER: str = "root"
+    STARROCKS_PASSWORD: str = ""
+    STARROCKS_DATABASE: str = "freeleaps"
+    
+    class Config:
+        env_file = ".env"
+
+
+site_settings = SiteSettings()
diff --git a/apps/metrics/webapi/main.py b/apps/metrics/webapi/main.py
new file mode 100644
index 0000000..fb977b6
--- /dev/null
+++ b/apps/metrics/webapi/main.py
@@ -0,0 +1,36 @@
+from webapi.bootstrap.application import create_app
+from webapi.config.site_settings import site_settings
+from fastapi.responses import RedirectResponse
+import uvicorn
+from typing import Any
+from webapi.routes import registration
+
+
+app = create_app()
+
+# Include routers
+app.include_router(registration.router)
+
+
+@app.get("/", status_code=301)
+async def root():
+    """
+    TODO: redirect client to /docs
+    """
+    return RedirectResponse("docs")
+
+
+if __name__ == "__main__":
+    uvicorn.run(
+        app="main:app", host=site_settings.SERVER_HOST, port=site_settings.SERVER_PORT
+    )
+
+
+def get_context() -> Any:
+    # Define your context function. This is where you can set up authentication, database connections, etc.
+    return {}
+
+
+def get_root_value() -> Any:
+    # Define your root value function. This is where you can set up the root value for GraphQL.
+    return {}
diff --git a/apps/metrics/webapi/providers/__init__.py b/apps/metrics/webapi/providers/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/webapi/routes/__init__.py b/apps/metrics/webapi/routes/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/metrics/webapi/routes/registration.py b/apps/metrics/webapi/routes/registration.py
new file mode 100644
index 0000000..327067d
--- /dev/null
+++ b/apps/metrics/webapi/routes/registration.py
@@ -0,0 +1,229 @@
+from fastapi import APIRouter, HTTPException, Query
+from datetime import date, datetime, timedelta
+from typing import Optional
+from loguru import logger
+from backend.services.registration_service import RegistrationService
+from backend.models.registered_users import UserRegistrationResponse, UserRegistrationQuery
+
+router = APIRouter(prefix="/api/metrics", tags=["registration"])
+
+# Initialize service
+registration_service = RegistrationService()
+
+
+@router.get("/daily-registered-users", response_model=UserRegistrationResponse)
+async def get_daily_registered_users(
+    start_date: date = Query(..., description="Start date in YYYY-MM-DD format"),
+    end_date: date = Query(..., description="End date in YYYY-MM-DD format"),
+    product_id: str = Query("freeleaps", description="Product identifier")
+):
+    """
+    Get daily registered users count for a date range
+    
+    Returns two lists:
+    - dates: List of dates in YYYY-MM-DD format
+    - counts: List of daily registration counts
+    
+    Example:
+    - GET /api/metrics/daily-registered-users?start_date=2024-01-01&end_date=2024-01-07
+    """
+    try:
+        # Validate date range
+        if start_date > end_date:
+            raise HTTPException(
+                status_code=400, 
+                detail="Start date must be before or equal to end date"
+            )
+        
+        # Check date range is not too large (max 1 year)
+        if (end_date - start_date).days > 365:
+            raise HTTPException(
+                status_code=400,
+                detail="Date range cannot exceed 365 days"
+            )
+        
+        logger.info(f"Querying registration data from {start_date} to {end_date} for product {product_id}")
+        
+        # Get data from service
+        result = registration_service.get_daily_registered_users(
+            start_date, end_date, product_id
+        )
+        
+        logger.info(f"Successfully retrieved data for {len(result.dates)} days")
+        return result
+        
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.error(f"Failed to get daily registered users: {e}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Internal server error: {str(e)}"
+        )
+
+
+@router.get("/registration-summary")
+async def get_registration_summary(
+    start_date: date = Query(..., description="Start date in YYYY-MM-DD format"),
+    end_date: date = Query(..., description="End date in YYYY-MM-DD format"),
+    product_id: str = Query("freeleaps", description="Product identifier")
+):
+    """
+    Get summary statistics for user registrations in a date range
+    
+    Returns summary statistics including:
+    - total_registrations: Total number of registrations
+    - average_daily: Average daily registrations
+    - max_daily: Maximum daily registrations
+    - min_daily: Minimum daily registrations
+    - days_with_registrations: Number of days with registrations
+    - total_days: Total number of days in range
+    """
+    try:
+        # Validate date range
+        if start_date > end_date:
+            raise HTTPException(
+                status_code=400, 
+                detail="Start date must be before or equal to end date"
+            )
+        
+        if (end_date - start_date).days > 365:
+            raise HTTPException(
+                status_code=400,
+                detail="Date range cannot exceed 365 days"
+            )
+        
+        logger.info(f"Querying registration summary from {start_date} to {end_date} for product {product_id}")
+        
+        # Get summary from service
+        summary = registration_service.get_registration_summary(
+            start_date, end_date, product_id
+        )
+        
+        return summary
+        
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.error(f"Failed to get registration summary: {e}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Internal server error: {str(e)}"
+        )
+
+
+@router.get("/recent-registered-users", response_model=UserRegistrationResponse)
+async def get_recent_registered_users(
+    days: int = Query(7, ge=1, le=365, description="Number of recent days to query"),
+    product_id: str = Query("freeleaps", description="Product identifier")
+):
+    """
+    Get daily registered users count for recent N days
+    
+    Returns registration data for the last N days from today
+    
+    Example:
+    - GET /api/metrics/recent-registered-users?days=7
+    - GET /api/metrics/recent-registered-users?days=30&product_id=freeleaps
+    """
+    try:
+        # Calculate date range
+        end_date = date.today()
+        start_date = end_date - timedelta(days=days-1)
+        
+        logger.info(f"Querying recent {days} days registration data from {start_date} to {end_date} for product {product_id}")
+        
+        # Get data from service
+        result = registration_service.get_daily_registered_users(
+            start_date, end_date, product_id
+        )
+        
+        logger.info(f"Successfully retrieved recent {days} days data, total registrations: {result.total_registrations}")
+        return result
+        
+    except Exception as e:
+        logger.error(f"Failed to get recent registered users: {e}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Internal server error: {str(e)}"
+        )
+
+
+@router.get("/registered-users-by-days", response_model=UserRegistrationResponse)
+async def get_registered_users_by_days(
+    start_date: date = Query(..., description="Start date in YYYY-MM-DD format"),
+    days: int = Query(..., ge=1, le=365, description="Number of days from start date"),
+    product_id: str = Query("freeleaps", description="Product identifier")
+):
+    """
+    Get daily registered users count starting from a specific date for N days
+    
+    Returns registration data for N days starting from the specified start date
+    
+    Example:
+    - GET /api/metrics/registered-users-by-days?start_date=2024-01-01&days=7
+    - GET /api/metrics/registered-users-by-days?start_date=2024-09-01&days=30&product_id=freeleaps
+    """
+    try:
+        # Calculate end date
+        end_date = start_date + timedelta(days=days-1)
+        
+        logger.info(f"Querying registration data from {start_date} for {days} days (until {end_date}) for product {product_id}")
+        
+        # Get data from service
+        result = registration_service.get_daily_registered_users(
+            start_date, end_date, product_id
+        )
+        
+        logger.info(f"Successfully retrieved {days} days data from {start_date}, total registrations: {result.total_registrations}")
+        return result
+        
+    except Exception as e:
+        logger.error(f"Failed to get registered users by days: {e}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Internal server error: {str(e)}"
+        )
+
+
+@router.post("/daily-registered-users", response_model=UserRegistrationResponse)
+async def get_daily_registered_users_post(
+    query: UserRegistrationQuery
+):
+    """
+    Get daily registered users count for a date range (POST method)
+    
+    Same as GET method but accepts parameters in request body
+    """
+    try:
+        # Validate date range
+        if query.start_date > query.end_date:
+            raise HTTPException(
+                status_code=400, 
+                detail="Start date must be before or equal to end date"
+            )
+        
+        if (query.end_date - query.start_date).days > 365:
+            raise HTTPException(
+                status_code=400,
+                detail="Date range cannot exceed 365 days"
+            )
+        
+        logger.info(f"Querying registration data from {query.start_date} to {query.end_date} for product {query.product_id}")
+        
+        # Get data from service
+        result = registration_service.get_daily_registered_users(
+            query.start_date, query.end_date, query.product_id
+        )
+        
+        logger.info(f"Successfully retrieved data for {len(result.dates)} days")
+        return result
+        
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.error(f"Failed to get daily registered users: {e}")
+        raise HTTPException(
+            status_code=500,
+            detail=f"Internal server error: {str(e)}"
+        )