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AppHighway + Supabase: Complete Backend Stack Without Servers

Combine Supabase''s PostgreSQL, Auth, Real-time, and Edge Functions with AppHighway''s dozens of MCP Tools to build production applications without managing servers

AppHighway Team
January 9, 2025
14 min read

TL;DR

  • Supabase provides PostgreSQL, Auth, Storage, Real-time subscriptions, and Edge Functions - AppHighway adds dozens of specialized tools for data processing and AI
  • Database triggers can automatically call AppHighway tools when data changes (new user → email validation, order created → sentiment analysis)
  • Edge Functions run globally in Deno runtime and integrate seamlessly with AppHighway for serverless data processing
  • Real-time subscriptions can be enriched with AppHighway tools for live data transformation and AI processing
  • Complete authentication flow: Supabase Auth → JWT validation → AppHighway tool calls with user context and role-based access
  • Build production SaaS applications in hours instead of weeks - no backend servers, automatic scaling, cost-effective for startups

The Serverless Backend Revolution

Building a modern web application traditionally requires managing backend servers, databases, authentication systems, real-time infrastructure, and countless API integrations. What if you could have all of this without a single server to maintain? Supabase provides the foundation: PostgreSQL database, authentication, storage, and real-time subscriptions. AppHighway adds the intelligence: dozens of specialized tools for data transformation, AI processing, validation, and content generation. Together, they form a complete backend stack that scales automatically and costs a fraction of traditional infrastructure.

Database Triggers: Automatic API Calls on Data Changes

Supabase PostgreSQL triggers can automatically execute code when data changes. Combined with Edge Functions and AppHighway tools, you can build sophisticated automation without any backend servers.

How Database Triggers Work

1

Data Event

A row is inserted, updated, or deleted in your PostgreSQL database

2

Trigger Fires

PostgreSQL trigger detects the change and executes a function

3

Edge Function Called

Trigger calls a Supabase Edge Function with the changed data

4

AppHighway tool

Edge Function processes data using AppHighway tools (validation, AI, transformation)

5

Database Update

Results are written back to the database or trigger other actions

Common Trigger Patterns

Validation on Insert

New user signs up → Validate email with AppHighway Email Validator → Mark account as verified or flag for review

Use Case: User registration, contact form submissions, newsletter signups

Enrichment on Create

Product review created → Analyze sentiment with AppHighway Sentiment tool → Store sentiment score and category

Use Case: User-generated content, feedback systems, reviews

Processing on Update

Order status changes to ''completed'' → Generate invoice with AppHighway PDF tool → Send email notification

Use Case: E-commerce workflows, document generation, notifications

Moderation on Insert

Comment posted → Check toxicity with AppHighway Content Moderation tool → Auto-hide if flagged

Use Case: Community platforms, social features, content safety

Implementation Example: Email Validation on User Signup

Automatically validate email addresses when users register using database triggers and AppHighway''s Email Validator.

Step 1: Create PostgreSQL Trigger

-- Create function to call Edge Function
CREATE OR REPLACE FUNCTION validate_user_email()
RETURNS TRIGGER AS $$
BEGIN
  -- Call Edge Function with new user data
  PERFORM net.http_post(
    url := ''https://your-project.supabase.co/functions/v1/validate-email'',
    headers := jsonb_build_object(
      ''Content-Type'', ''application/json'',
      ''Authorization'', ''Bearer '' || current_setting(''app.edge_function_key'')
    ),
    body := jsonb_build_object(
      ''user_id'', NEW.id,
      ''email'', NEW.email
    )
  );
  
  RETURN NEW;
END;
$$ LANGUAGE plpgsql SECURITY DEFINER;

-- Attach trigger to users table
CREATE TRIGGER on_user_created
  AFTER INSERT ON auth.users
  FOR EACH ROW
  EXECUTE FUNCTION validate_user_email();

This trigger fires after a new user is inserted and calls the Edge Function with user details.

Step 2: Create Edge Function

// supabase/functions/validate-email/index.ts
import { serve } from 'https://deno.land/std@0.168.0/http/server.ts'
import { createClient } from 'https://esm.sh/@supabase/supabase-js@2'

const APPHIGHWAY_API_KEY = Deno.env.get('APPHIGHWAY_API_KEY')!
const SUPABASE_URL = Deno.env.get('SUPABASE_URL')!
const SUPABASE_SERVICE_KEY = Deno.env.get('SUPABASE_SERVICE_ROLE_KEY')!

serve(async (req) => {
  try {
    const { user_id, email } = await req.json()

    // Call AppHighway Email Validator
    const response = await fetch('https://apphighway.com/api/v1/email-validator', {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${APPHIGHWAY_API_KEY}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify({ email })
    })

    const result = await response.json()

    // Update user metadata with validation results
    const supabase = createClient(SUPABASE_URL, SUPABASE_SERVICE_KEY)
    await supabase
      .from('user_profiles')
      .update({
        email_valid: result.is_valid,
        email_deliverable: result.is_deliverable,
        email_disposable: result.is_disposable,
        validated_at: new Date().toISOString()
      })
      .eq('user_id', user_id)

    return new Response(
      JSON.stringify({ success: true, validation: result }),
      { headers: { 'Content-Type': 'application/json' } }
    )
  } catch (error) {
    return new Response(
      JSON.stringify({ error: error.message }),
      { status: 500, headers: { 'Content-Type': 'application/json' } }
    )
  }
})

The Edge Function receives user data, validates email with AppHighway, and updates the database with results.

Database Trigger Best Practices

  • Use AFTER triggers for API calls

    Ensures data is committed before making external API calls, prevents rollback issues

  • Handle failures gracefully

    API calls can fail - implement retry logic and error logging in Edge Functions

  • Avoid trigger loops

    Ensure triggers don''t update tables that trigger themselves, causing infinite loops

  • Keep triggers lightweight

    Offload heavy processing to Edge Functions, triggers should just initiate the workflow

  • Use Row Level Security

    Protect trigger-generated data with RLS policies to maintain security

Edge Functions: Global Serverless Processing with AppHighway

Supabase Edge Functions run globally on Deno Deploy, providing low-latency serverless computing. They''re perfect for integrating AppHighway tools into your application logic.

Why Edge Functions + AppHighway

Global Deployment

Functions run in 35+ regions worldwide, closest to your users for minimal latency

Deno Runtime

Modern TypeScript runtime with built-in security, no node_modules, fast cold starts

Automatic Scaling

Scales from zero to millions of requests automatically, no configuration needed

Built-in Auth

Direct access to Supabase Auth, validate JWTs and get user context automatically

Cost-Effective

Free tier includes 500K invocations/month, pay only for what you use beyond that

Edge Function Architecture

Edge Functions act as the middleware layer between your client application, Supabase database, and AppHighway tools.

  • Client makes request → Edge Function (with Auth context)
  • Edge Function validates JWT → Extracts user information
  • Calls AppHighway tool(s) → Processes/transforms data
  • Updates Supabase database → Returns response to client
  • All in < 100ms globally with automatic retries and error handling

Implementation Example: Product Review Sentiment Analysis

Analyze customer reviews in real-time using AppHighway''s Sentiment Analysis tool and store results in Supabase.

Edge Function Code

// supabase/functions/analyze-review/index.ts
import { serve } from 'https://deno.land/std@0.168.0/http/server.ts'
import { createClient } from 'https://esm.sh/@supabase/supabase-js@2'

const corsHeaders = {
  'Access-Control-Allow-Origin': '*',
  'Access-Control-Allow-Headers': 'authorization, x-client-info, apikey, content-type',
}

serve(async (req) => {
  // Handle CORS preflight
  if (req.method === 'OPTIONS') {
    return new Response('ok', { headers: corsHeaders })
  }

  try {
    // Get user from JWT
    const authHeader = req.headers.get('Authorization')!
    const supabase = createClient(
      Deno.env.get('SUPABASE_URL')!,
      Deno.env.get('SUPABASE_ANON_KEY')!,
      { global: { headers: { Authorization: authHeader } } }
    )

    const { data: { user } } = await supabase.auth.getUser()
    if (!user) throw new Error('Unauthorized')

    // Get review data from request
    const { review_id, review_text, product_id } = await req.json()

    // Call AppHighway Sentiment Analysis tool
    const sentimentResponse = await fetch(
      'https://apphighway.com/api/v1/sentiment-analysis',
      {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${Deno.env.get('APPHIGHWAY_API_KEY')}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          text: review_text,
          language: 'auto'
        })
      }
    )

    const sentiment = await sentimentResponse.json()

    // Update review in database with sentiment analysis
    const { data: review, error } = await supabase
      .from('reviews')
      .update({
        sentiment_score: sentiment.score,
        sentiment_label: sentiment.label, // positive, negative, neutral
        sentiment_confidence: sentiment.confidence,
        processed_at: new Date().toISOString()
      })
      .eq('id', review_id)
      .eq('user_id', user.id) // Security: only update own reviews
      .select()
      .single()

    if (error) throw error

    // If negative sentiment, flag for moderation
    if (sentiment.score < -0.5) {
      await supabase.from('moderation_queue').insert({
        review_id,
        reason: 'negative_sentiment',
        severity: sentiment.score < -0.8 ? 'high' : 'medium'
      })
    }

    return new Response(
      JSON.stringify({ success: true, review, sentiment }),
      { headers: { ...corsHeaders, 'Content-Type': 'application/json' } }
    )
  } catch (error) {
    return new Response(
      JSON.stringify({ error: error.message }),
      { 
        status: 500,
        headers: { ...corsHeaders, 'Content-Type': 'application/json' }
      }
    )
  }
})

This function authenticates users, analyzes review sentiment with AppHighway, stores results, and flags negative reviews for moderation.

Client-Side Usage

// React component calling Edge Function
import { useSupabaseClient } from '@supabase/auth-helpers-react'

const ReviewForm = () => {
  const supabase = useSupabaseClient()
  const [loading, setLoading] = useState(false)

  const submitReview = async (reviewText: string, productId: string) => {
    setLoading(true)

    try {
      // Create review in database
      const { data: review } = await supabase
        .from('reviews')
        .insert({ 
          product_id: productId,
          review_text: reviewText,
          user_id: (await supabase.auth.getUser()).data.user?.id
        })
        .select()
        .single()

      // Call Edge Function to analyze sentiment
      const { data: analysisResult } = await supabase.functions.invoke(
        'analyze-review',
        {
          body: {
            review_id: review.id,
            review_text: reviewText,
            product_id: productId
          }
        }
      )

      console.log('Sentiment:', analysisResult.sentiment)
      
      // Show success message based on sentiment
      if (analysisResult.sentiment.label === 'positive') {
        toast.success('Thank you for your positive review!')
      }
    } catch (error) {
      toast.error('Failed to submit review')
    } finally {
      setLoading(false)
    }
  }

  return (
    <form onSubmit={(e) => {
      e.preventDefault()
      submitReview(e.target.review.value, productId)
    }}>
      <textarea name="review" required />
      <button type="submit" disabled={loading}>
        {loading ? 'Analyzing...' : 'Submit Review'}
      </button>
    </form>
  )
}

Client creates review, calls Edge Function for sentiment analysis, displays results to user.

Advanced Edge Function Patterns

Streaming Responses

Stream AppHighway tool responses back to client for real-time updates (useful for AI text generation)

// Stream response from AppHighway
const stream = await fetch('https://apphighway.com/api/v1/text-generation', { ... })
return new Response(stream.body, {
  headers: { 'Content-Type': 'text/event-stream' }
})

Batch Processing

Process multiple items with AppHighway tools in parallel for better performance

// Process multiple reviews in parallel
const results = await Promise.all(
  reviews.map(review => 
    analyzeWithAppHighway(review.text)
  )
)

Caching Results

Cache AppHighway tool responses in Supabase for frequently accessed data

// Check cache first
const cached = await supabase
  .from('api_cache')
  .select('result')
  .eq('key', cacheKey)
  .single()

if (cached.data) return cached.data.result

// Call API and cache result
const result = await callAppHighway()
await supabase.from('api_cache').insert({ key: cacheKey, result })

Real-Time Integration: Live Data Enrichment

Supabase Real-time allows clients to subscribe to database changes via WebSockets. Combined with Edge Functions and AppHighway tools, you can enrich data in real-time as it changes.

Real-Time Enrichment Flow

1

Client Subscribes

Frontend subscribes to database table changes using Supabase Real-time

2

Data Changes

Row is inserted/updated in the database

3

Trigger Fires

Database trigger calls Edge Function with changed data

4

API Processing

Edge Function enriches data with AppHighway tools (sentiment, validation, AI)

5

Database Update

Enriched data is written back to database

6

Client Receives

Client receives enriched data via Real-time subscription (< 100ms total)

Implementation Example: Live Comment Moderation

Automatically moderate comments in real-time using AppHighway''s Content Moderation tool.

Database Trigger

-- Trigger to moderate comments on insert
CREATE OR REPLACE FUNCTION moderate_comment()
RETURNS TRIGGER AS $$
BEGIN
  PERFORM net.http_post(
    url := ''https://your-project.supabase.co/functions/v1/moderate-content'',
    headers := jsonb_build_object(
      ''Content-Type'', ''application/json'',
      ''Authorization'', ''Bearer '' || current_setting(''app.edge_function_key'')
    ),
    body := jsonb_build_object(
      ''comment_id'', NEW.id,
      ''content'', NEW.content,
      ''post_id'', NEW.post_id
    )
  );
  
  RETURN NEW;
END;
$$ LANGUAGE plpgsql SECURITY DEFINER;

CREATE TRIGGER on_comment_created
  AFTER INSERT ON comments
  FOR EACH ROW
  EXECUTE FUNCTION moderate_comment();

Edge Function

// supabase/functions/moderate-content/index.ts
import { serve } from 'https://deno.land/std@0.168.0/http/server.ts'
import { createClient } from 'https://esm.sh/@supabase/supabase-js@2'

serve(async (req) => {
  try {
    const { comment_id, content, post_id } = await req.json()

    // Call AppHighway Content Moderation tool
    const moderationResponse = await fetch(
      'https://apphighway.com/api/v1/content-moderation',
      {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${Deno.env.get('APPHIGHWAY_API_KEY')}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          text: content,
          categories: ['toxicity', 'profanity', 'spam']
        })
      }
    )

    const moderation = await moderationResponse.json()

    // Update comment with moderation results
    const supabase = createClient(
      Deno.env.get('SUPABASE_URL')!,
      Deno.env.get('SUPABASE_SERVICE_ROLE_KEY')!
    )

    await supabase
      .from('comments')
      .update({
        is_flagged: moderation.flagged,
        toxicity_score: moderation.scores.toxicity,
        profanity_score: moderation.scores.profanity,
        spam_score: moderation.scores.spam,
        moderation_status: moderation.flagged ? 'pending_review' : 'approved',
        moderated_at: new Date().toISOString()
      })
      .eq('id', comment_id)

    return new Response(
      JSON.stringify({ success: true, moderation }),
      { headers: { 'Content-Type': 'application/json' } }
    )
  } catch (error) {
    return new Response(
      JSON.stringify({ error: error.message }),
      { status: 500, headers: { 'Content-Type': 'application/json' } }
    )
  }
})

Client Real-Time Subscription

// React component with real-time moderation
import { useSupabaseClient } from '@supabase/auth-helpers-react'
import { useEffect, useState } from 'react'

const CommentsList = ({ postId }: { postId: string }) => {
  const supabase = useSupabaseClient()
  const [comments, setComments] = useState<Comment[]>([])

  useEffect(() => {
    // Load initial comments
    loadComments()

    // Subscribe to new comments and moderation updates
    const subscription = supabase
      .channel(`post-${postId}-comments`)
      .on(
        'postgres_changes',
        {
          event: '*', // INSERT, UPDATE, DELETE
          schema: 'public',
          table: 'comments',
          filter: `post_id=eq.${postId}`
        },
        (payload) => {
          if (payload.eventType === 'INSERT') {
            // New comment added
            setComments(prev => [...prev, payload.new as Comment])
          } else if (payload.eventType === 'UPDATE') {
            // Comment moderated (moderation_status updated)
            setComments(prev => 
              prev.map(comment => 
                comment.id === payload.new.id 
                  ? { ...comment, ...payload.new }
                  : comment
              )
            )
          }
        }
      )
      .subscribe()

    return () => {
      subscription.unsubscribe()
    }
  }, [postId])

  const loadComments = async () => {
    const { data } = await supabase
      .from('comments')
      .select('*')
      .eq('post_id', postId)
      .order('created_at', { ascending: false })
    
    setComments(data || [])
  }

  return (
    <div>
      {comments.map(comment => (
        <div key={comment.id} className={comment.is_flagged ? 'flagged' : ''}>
          <p>{comment.content}</p>
          {comment.moderation_status === 'pending_review' && (
            <span className="badge">Pending Moderation</span>
          )}
          {comment.toxicity_score > 0.7 && (
            <span className="warning">High toxicity detected</span>
          )}
        </div>
      ))}
    </div>
  )
}

Client subscribes to comment changes, new comments are automatically moderated via trigger + Edge Function + AppHighway, UI updates in real-time with moderation status.

Real-Time Enrichment Use Cases

Live Dashboard Analytics

New order → Calculate metrics with AppHighway → Update dashboard in real-time

APIs: Analytics tool, Calculation tool

Instant Content Moderation

User posts comment → Moderate with AppHighway → Show status to admins live

APIs: Content Moderation tool, Sentiment Analysis tool

Real-Time Validation

Form submission → Validate with AppHighway → Show errors immediately

APIs: Email Validator, Phone Validator, Address Validator

Live Translation

Message sent → Translate with AppHighway → Deliver in recipient''s language

APIs: Translation tool, Language Detection tool

Authentication Flow: Supabase Auth + AppHighway Integration

Supabase Auth provides complete authentication (OAuth, email/password, magic links). Edge Functions receive authenticated user context and can pass it to AppHighway tools for user-specific processing.

Complete Authentication Architecture

  • User signs in via Supabase Auth (Google, GitHub, email, etc.)
  • Client receives JWT token with user claims
  • Client makes request to Edge Function with JWT in Authorization header
  • Edge Function validates JWT and extracts user ID, email, metadata
  • Edge Function calls AppHighway tool with user context
  • AppHighway processes request, Edge Function applies Row Level Security
  • Response returned to client with user-specific data

Implementation Example: User Profile Enrichment

Enrich user profiles with external data from AppHighway tools based on user information.

Signup Flow with Profile Enrichment

// Edge Function: enrich-user-profile
import { serve } from 'https://deno.land/std@0.168.0/http/server.ts'
import { createClient } from 'https://esm.sh/@supabase/supabase-js@2'

serve(async (req) => {
  try {
    // Validate JWT and get user
    const authHeader = req.headers.get('Authorization')!
    const supabase = createClient(
      Deno.env.get('SUPABASE_URL')!,
      Deno.env.get('SUPABASE_ANON_KEY')!,
      { global: { headers: { Authorization: authHeader } } }
    )

    const { data: { user }, error: authError } = await supabase.auth.getUser()
    if (authError || !user) {
      return new Response(
        JSON.stringify({ error: 'Unauthorized' }),
        { status: 401 }
      )
    }

    // Get user metadata from signup
    const { company_name, website } = await req.json()

    // Enrich company data with AppHighway tools
    const enrichmentResults = await Promise.all([
      // Validate and standardize company website
      fetch('https://apphighway.com/api/v1/url-validator', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${Deno.env.get('APPHIGHWAY_API_KEY')}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({ url: website })
      }).then(r => r.json()),

      // Extract company information from website
      fetch('https://apphighway.com/api/v1/web-scraper', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${Deno.env.get('APPHIGHWAY_API_KEY')}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({ 
          url: website,
          extract: ['company_description', 'industry', 'location']
        })
      }).then(r => r.json()),

      // Validate company email domain
      fetch('https://apphighway.com/api/v1/email-validator', {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${Deno.env.get('APPHIGHWAY_API_KEY')}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({ email: user.email })
      }).then(r => r.json())
    ])

    const [urlValidation, companyData, emailValidation] = enrichmentResults

    // Create enriched user profile
    const { error: profileError } = await supabase
      .from('user_profiles')
      .insert({
        user_id: user.id,
        email: user.email,
        company_name,
        website: urlValidation.standardized_url,
        company_description: companyData.company_description,
        industry: companyData.industry,
        location: companyData.location,
        email_verified: emailValidation.is_valid,
        email_corporate: !emailValidation.is_free_provider,
        enriched_at: new Date().toISOString()
      })

    if (profileError) throw profileError

    return new Response(
      JSON.stringify({ 
        success: true,
        profile: {
          company_name,
          industry: companyData.industry,
          verified: emailValidation.is_valid
        }
      }),
      { headers: { 'Content-Type': 'application/json' } }
    )
  } catch (error) {
    return new Response(
      JSON.stringify({ error: error.message }),
      { status: 500, headers: { 'Content-Type': 'application/json' } }
    )
  }
})

Client-Side Integration

// Signup form with profile enrichment
import { useSupabaseClient } from '@supabase/auth-helpers-react'
import { useState } from 'react'

const SignupForm = () => {
  const supabase = useSupabaseClient()
  const [loading, setLoading] = useState(false)

  const handleSignup = async (e: React.FormEvent) => {
    e.preventDefault()
    setLoading(true)

    const formData = new FormData(e.target as HTMLFormElement)
    const email = formData.get('email') as string
    const password = formData.get('password') as string
    const company_name = formData.get('company_name') as string
    const website = formData.get('website') as string

    try {
      // Step 1: Sign up user with Supabase Auth
      const { data: authData, error: authError } = await supabase.auth.signUp({
        email,
        password
      })

      if (authError) throw authError

      // Step 2: Enrich profile with AppHighway data
      const { data: profileData, error: profileError } = await supabase.functions.invoke(
        'enrich-user-profile',
        {
          body: { company_name, website }
        }
      )

      if (profileError) throw profileError

      // Step 3: Show success with enriched data
      toast.success(
        `Welcome! We've verified your ${profileData.profile.industry} company.`
      )
      
      router.push('/dashboard')
    } catch (error) {
      toast.error(error.message)
    } finally {
      setLoading(false)
    }
  }

  return (
    <form onSubmit={handleSignup}>
      <input name="email" type="email" placeholder="Email" required />
      <input name="password" type="password" placeholder="Password" required />
      <input name="company_name" placeholder="Company Name" required />
      <input name="website" type="url" placeholder="Website" required />
      <button type="submit" disabled={loading}>
        {loading ? 'Creating account...' : 'Sign Up'}
      </button>
    </form>
  )
}

Row Level Security with User Context

Use Supabase RLS to ensure users can only access their own data, even when AppHighway tools process it.

Example RLS Policies

-- Users can only read their own profile
CREATE POLICY "Users can view own profile"
  ON user_profiles
  FOR SELECT
  USING (auth.uid() = user_id);

-- Users can only update their own profile
CREATE POLICY "Users can update own profile"
  ON user_profiles
  FOR UPDATE
  USING (auth.uid() = user_id);

-- Edge Functions (with service role key) can insert profiles
CREATE POLICY "Service role can insert profiles"
  ON user_profiles
  FOR INSERT
  WITH CHECK (true);

-- Users can only see their own API usage
CREATE POLICY "Users can view own API usage"
  ON api_usage_logs
  FOR SELECT
  USING (auth.uid() = user_id);

These policies ensure data security even as AppHighway tools enrich and process user data.

Role-Based API Access

Restrict which AppHighway tools users can access based on their subscription tier or role.

Role-Based Access Control

// Edge Function with role-based access
const checkAPIAccess = async (
  supabase: SupabaseClient,
  userId: string,
  apiEndpoint: string
): Promise<boolean> => {
  // Get user's subscription tier
  const { data: subscription } = await supabase
    .from('user_subscriptions')
    .select('tier, api_access')
    .eq('user_id', userId)
    .single()

  if (!subscription) return false

  // Define API access by tier
  const tierAccess = {
    free: ['email-validator', 'url-validator', 'qr-generator'],
    pro: ['email-validator', 'url-validator', 'qr-generator', 'sentiment-analysis', 'translation'],
    enterprise: '*' // All APIs
  }

  if (subscription.tier === 'enterprise') return true
  
  return tierAccess[subscription.tier]?.includes(apiEndpoint) || false
}

// Usage in Edge Function
serve(async (req) => {
  const { data: { user } } = await supabase.auth.getUser()
  
  const hasAccess = await checkAPIAccess(supabase, user.id, 'sentiment-analysis')
  
  if (!hasAccess) {
    return new Response(
      JSON.stringify({ 
        error: 'This API requires a Pro subscription',
        upgrade_url: '/pricing'
      }),
      { status: 403 }
    )
  }
  
  // Proceed with AppHighway tool call
})

Complete Architecture: Full Stack Diagram

Here''s how all the pieces fit together to create a complete backend stack without managing servers.

System Architecture

Frontend Layer

  • React/Next.js Application
  • Supabase Client SDK
  • Real-time WebSocket Subscriptions
  • JWT Token Management

Authentication Layer

  • Supabase Auth (OAuth, Email, Magic Links)
  • JWT Token Validation
  • Row Level Security Policies
  • User Metadata & Roles

Edge Computing Layer

  • Supabase Edge Functions (35+ global regions)
  • Deno Runtime
  • AppHighway tool Integration
  • Business Logic & Validation

API Layer

  • AppHighway Dozens of Tools
  • Data Transformation
  • AI Processing
  • External Integrations

Database Layer

  • PostgreSQL Database
  • Real-time Subscriptions
  • Database Triggers
  • Row Level Security

Storage Layer

  • Supabase Storage
  • File Uploads
  • CDN Delivery
  • Access Control

Complete Data Flow Example

User submits a product review

1

User submits review via React form

Frontend → Supabase Client

2

Review inserted into database with user ID (JWT validated)

Supabase Auth → PostgreSQL → RLS Policy

3

Database trigger fires on insert

PostgreSQL Trigger

4

Trigger calls Edge Function with review data

Edge Function → Deno Runtime

5

Edge Function calls AppHighway Sentiment Analysis tool

Edge Function → AppHighway tool

6

Sentiment results returned to Edge Function

AppHighway tool → Edge Function

7

Edge Function updates review with sentiment data

Edge Function → PostgreSQL

8

Real-time subscription pushes update to client

Real-time → WebSocket → Frontend

9

UI updates with sentiment badge (positive/negative/neutral)

React Component

< 200ms end-to-end

Complete Implementation Examples

Four complete examples showing different integration patterns with full code.

Example 1: E-Commerce Order Processing

Complete order workflow with inventory, email, and analytics processing.

User places order → Validate inventory → Process payment → Send confirmation email → Update analytics

Database Schema

-- Orders table
CREATE TABLE orders (
  id UUID PRIMARY KEY DEFAULT uuid_generate_v4(),
  user_id UUID REFERENCES auth.users(id),
  total_amount DECIMAL(10,2) NOT NULL,
  status TEXT DEFAULT ''pending'',
  items JSONB NOT NULL,
  created_at TIMESTAMPTZ DEFAULT NOW()
);

-- Enable RLS
ALTER TABLE orders ENABLE ROW LEVEL SECURITY;

CREATE POLICY "Users can view own orders"
  ON orders FOR SELECT
  USING (auth.uid() = user_id);

-- Order processing trigger
CREATE OR REPLACE FUNCTION process_order()
RETURNS TRIGGER AS $$
BEGIN
  PERFORM net.http_post(
    url := ''https://your-project.supabase.co/functions/v1/process-order'',
    headers := jsonb_build_object(
      ''Content-Type'', ''application/json'',
      ''Authorization'', ''Bearer '' || current_setting(''app.edge_function_key'')
    ),
    body := jsonb_build_object(
      ''order_id'', NEW.id,
      ''user_id'', NEW.user_id,
      ''items'', NEW.items,
      ''total'', NEW.total_amount
    )
  );
  
  RETURN NEW;
END;
$$ LANGUAGE plpgsql SECURITY DEFINER;

CREATE TRIGGER on_order_created
  AFTER INSERT ON orders
  FOR EACH ROW
  EXECUTE FUNCTION process_order();

Edge Function: Complete Order Processing

// supabase/functions/process-order/index.ts
import { serve } from 'https://deno.land/std@0.168.0/http/server.ts'
import { createClient } from 'https://esm.sh/@supabase/supabase-js@2'

const APPHIGHWAY_KEY = Deno.env.get('APPHIGHWAY_API_KEY')!

serve(async (req) => {
  try {
    const { order_id, user_id, items, total } = await req.json()

    const supabase = createClient(
      Deno.env.get('SUPABASE_URL')!,
      Deno.env.get('SUPABASE_SERVICE_ROLE_KEY')!
    )

    // Step 1: Get user details
    const { data: user } = await supabase
      .from('user_profiles')
      .select('email, name')
      .eq('user_id', user_id)
      .single()

    // Step 2: Validate inventory (parallel API calls)
    const inventoryChecks = await Promise.all(
      items.map(async (item: any) => {
        const { data: product } = await supabase
          .from('products')
          .select('stock')
          .eq('id', item.product_id)
          .single()
        
        return {
          product_id: item.product_id,
          requested: item.quantity,
          available: product.stock,
          valid: product.stock >= item.quantity
        }
      })
    )

    if (inventoryChecks.some(check => !check.valid)) {
      await supabase
        .from('orders')
        .update({ status: 'insufficient_inventory' })
        .eq('id', order_id)
      
      return new Response(
        JSON.stringify({ success: false, reason: 'insufficient_inventory' }),
        { status: 400 }
      )
    }

    // Step 3: Generate invoice PDF with AppHighway
    const invoiceResponse = await fetch(
      'https://apphighway.com/api/v1/pdf-generator',
      {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${APPHIGHWAY_KEY}`,
          'Content-Type': 'application/json'
        },
        body: JSON.stringify({
          template: 'invoice',
          data: {
            order_id,
            customer_name: user.name,
            customer_email: user.email,
            items: items,
            total: total,
            date: new Date().toISOString()
          }
        })
      }
    )

    const invoice = await invoiceResponse.json()

    // Step 4: Send confirmation email with AppHighway
    await fetch('https://apphighway.com/api/v1/email-sender', {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${APPHIGHWAY_KEY}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify({
        to: user.email,
        subject: `Order Confirmation #${order_id}`,
        template: 'order_confirmation',
        data: {
          customer_name: user.name,
          order_id,
          items,
          total
        },
        attachments: [
          {
            filename: `invoice-${order_id}.pdf`,
            content: invoice.pdf_base64
          }
        ]
      })
    })

    // Step 5: Update order status
    await supabase
      .from('orders')
      .update({ 
        status: 'confirmed',
        invoice_url: invoice.url,
        processed_at: new Date().toISOString()
      })
      .eq('id', order_id)

    // Step 6: Decrement inventory
    for (const item of items) {
      await supabase.rpc('decrement_stock', {
        product_id: item.product_id,
        quantity: item.quantity
      })
    }

    // Step 7: Log analytics event
    await supabase.from('analytics_events').insert({
      event_type: 'order_completed',
      user_id,
      metadata: { order_id, total, items_count: items.length }
    })

    return new Response(
      JSON.stringify({ success: true, invoice_url: invoice.url }),
      { headers: { 'Content-Type': 'application/json' } }
    )
  } catch (error) {
    return new Response(
      JSON.stringify({ error: error.message }),
      { status: 500 }
    )
  }
})

Results

  • Complete order processing in < 500ms
  • Automatic inventory management
  • PDF invoice generation and email delivery
  • Real-time analytics tracking
  • No backend servers required

Example 2: Multi-Language Support System

Automatically translate user-generated content using AppHighway Translation tool.

User posts content in English → Automatically translate to German, French, Spanish → Store all versions → Serve based on user''s language preference

Translation Trigger and Edge Function

// Database trigger
CREATE OR REPLACE FUNCTION translate_content()
RETURNS TRIGGER AS $$
BEGIN
  PERFORM net.http_post(
    url := 'https://your-project.supabase.co/functions/v1/translate-content',
    headers := jsonb_build_object(
      'Content-Type', 'application/json',
      'Authorization', 'Bearer ' || current_setting('app.edge_function_key')
    ),
    body := jsonb_build_object(
      'content_id', NEW.id,
      'text', NEW.content,
      'source_language', NEW.language
    )
  );
  
  RETURN NEW;
END;
$$ LANGUAGE plpgsql SECURITY DEFINER;

// Edge Function
import { serve } from 'https://deno.land/std@0.168.0/http/server.ts'
import { createClient } from 'https://esm.sh/@supabase/supabase-js@2'

serve(async (req) => {
  const { content_id, text, source_language } = await req.json()
  const TARGET_LANGUAGES = ['de', 'fr', 'es', 'it', 'pt']

  // Translate to all target languages in parallel
  const translations = await Promise.all(
    TARGET_LANGUAGES.map(async (targetLang) => {
      const response = await fetch(
        'https://apphighway.com/api/v1/translation',
        {
          method: 'POST',
          headers: {
            'Authorization': `Bearer ${Deno.env.get('APPHIGHWAY_API_KEY')}`,
            'Content-Type': 'application/json'
          },
          body: JSON.stringify({
            text,
            source_language,
            target_language: targetLang
          })
        }
      )
      
      const result = await response.json()
      return {
        language: targetLang,
        translated_text: result.translated_text
      }
    })
  )

  // Store translations
  const supabase = createClient(
    Deno.env.get('SUPABASE_URL')!,
    Deno.env.get('SUPABASE_SERVICE_ROLE_KEY')!
  )

  await supabase.from('content_translations').insert(
    translations.map(t => ({
      content_id,
      language: t.language,
      translated_text: t.translated_text
    }))
  )

  return new Response(JSON.stringify({ success: true, translations }))
})

Example 3: Smart Image Processing Pipeline

Automatic image optimization, tagging, and moderation on upload.

User uploads image → Compress and optimize → Generate thumbnails → AI image tagging → Content moderation → Store with metadata

Storage Trigger and Processing

// Edge Function triggered by storage upload
import { serve } from 'https://deno.land/std@0.168.0/http/server.ts'
import { createClient } from 'https://esm.sh/@supabase/supabase-js@2'

serve(async (req) => {
  const { object_id, bucket_id, name } = await req.json()
  
  const supabase = createClient(
    Deno.env.get('SUPABASE_URL')!,
    Deno.env.get('SUPABASE_SERVICE_ROLE_KEY')!
  )

  // Get uploaded image
  const { data: imageData } = await supabase.storage
    .from(bucket_id)
    .download(name)

  const imageBuffer = await imageData.arrayBuffer()
  const base64Image = btoa(
    String.fromCharCode(...new Uint8Array(imageBuffer))
  )

  // Process image with AppHighway tools in parallel
  const [compression, tags, moderation] = await Promise.all([
    // Compress image
    fetch('https://apphighway.com/api/v1/image-resize', {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${Deno.env.get('APPHIGHWAY_API_KEY')}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify({
        image: base64Image,
        quality: 85,
        format: 'webp'
      })
    }).then(r => r.json()),

    // Generate AI tags
    fetch('https://apphighway.com/api/v1/content-classifier', {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${Deno.env.get('APPHIGHWAY_API_KEY')}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify({ image: base64Image })
    }).then(r => r.json()),

    // Moderate content
    fetch('https://apphighway.com/api/v1/profanity-filter', {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${Deno.env.get('APPHIGHWAY_API_KEY')}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify({ image: base64Image })
    }).then(r => r.json())
  ])

  // Store optimized image
  const optimizedBuffer = Uint8Array.from(
    atob(compression.optimized_image),
    c => c.charCodeAt(0)
  )
  
  await supabase.storage
    .from(bucket_id)
    .upload(`optimized/${name}`, optimizedBuffer, {
      contentType: 'image/webp',
      upsert: true
    })

  // Save metadata
  await supabase.from('image_metadata').insert({
    object_id,
    original_size: imageBuffer.byteLength,
    optimized_size: compression.size,
    compression_ratio: compression.compression_ratio,
    tags: tags.tags,
    moderation_passed: moderation.safe,
    moderation_categories: moderation.flagged_categories
  })

  return new Response(JSON.stringify({ success: true }))
})

Example 4: Real-Time Collaborative Document Editor

Google Docs-style collaboration with AI-powered suggestions.

Multiple users edit document → Real-time sync → AI grammar checking → Auto-save → Version control

Real-Time Document Collaboration

// Client-side real-time editor
import { useSupabaseClient } from '@supabase/auth-helpers-react'
import { useEffect, useState } from 'react'
import { Editor } from '@tiptap/react'

const CollaborativeEditor = ({ documentId }: { documentId: string }) => {
  const supabase = useSupabaseClient()
  const [editor, setEditor] = useState<Editor | null>(null)
  const [suggestions, setSuggestions] = useState<any[]>([])

  useEffect(() => {
    // Subscribe to document changes
    const channel = supabase
      .channel(`document-${documentId}`)
      .on(
        'postgres_changes',
        {
          event: 'UPDATE',
          schema: 'public',
          table: 'documents',
          filter: `id=eq.${documentId}`
        },
        (payload) => {
          // Update editor content from other users
          if (payload.new.content !== editor?.getHTML()) {
            editor?.commands.setContent(payload.new.content)
          }
        }
      )
      .subscribe()

    return () => {
      channel.unsubscribe()
    }
  }, [documentId, editor])

  // Debounced save with AI grammar check
  const handleUpdate = async ({ editor }: { editor: Editor }) => {
    const content = editor.getHTML()
    const text = editor.getText()

    // Save to database
    await supabase
      .from('documents')
      .update({ content, updated_at: new Date().toISOString() })
      .eq('id', documentId)

    // Get AI grammar suggestions
    const { data } = await supabase.functions.invoke('check-grammar', {
      body: { text }
    })

    setSuggestions(data.suggestions || [])
  }

  return (
    <div>
      <Editor
        onUpdate={handleUpdate}
        extensions={[/* Tiptap extensions */]}
      />
      {suggestions.length > 0 && (
        <div className="suggestions-panel">
          <h3>AI Suggestions</h3>
          {suggestions.map((suggestion, i) => (
            <div key={i} className="suggestion">
              <p>{suggestion.message}</p>
              <button onClick={() => applySuggestion(suggestion)}>
                Apply
              </button>
            </div>
          ))}
        </div>
      )}
    </div>
  )
}

// Edge Function: Grammar checking
import { serve } from 'https://deno.land/std@0.168.0/http/server.ts'

serve(async (req) => {
  const { text } = await req.json()

  const response = await fetch(
    'https://apphighway.com/api/v1/grammar-checker',
    {
      method: 'POST',
      headers: {
        'Authorization': `Bearer ${Deno.env.get('APPHIGHWAY_API_KEY')}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify({ text })
    }
  )

  const result = await response.json()

  return new Response(
    JSON.stringify({ suggestions: result.suggestions }),
    { headers: { 'Content-Type': 'application/json' } }
  )
})

Real-World Case Study: SaaS Content Moderation Platform

A complete case study showing how a startup built a content moderation SaaS in 2 hours using Supabase + AppHighway.

The Challenge

BuildFast.io, a startup building a community platform, needed automated content moderation for user reviews, comments, and posts. Traditional solutions would require:

  • Backend API server (Node.js/Express)
  • Database setup and management (PostgreSQL)
  • Authentication system implementation
  • ML model training or expensive moderation API
  • Real-time infrastructure for live updates
  • DevOps for deployment and scaling
  • Estimated time: 2-3 weeks
  • Estimated cost: $500-1000/month minimum

The Supabase + AppHighway Solution

Instead, they built the entire system in 2 hours with:

  • Supabase for database, auth, and real-time
  • AppHighway Content Moderation tool
  • AppHighway Sentiment Analysis tool
  • Edge Functions for processing
  • Total setup time: 2 hours
  • Monthly cost: $5 (500 reviews/day on Supabase free tier + AppHighway points)

Implementation Details

System Architecture

  • 1
    User submits content (review, comment, post)
  • 2
    Content inserted into Supabase with user ID
  • 3
    Database trigger fires automatically
  • 4
    Edge Function receives content
  • 5
    Parallel API calls to AppHighway: Content Moderation + Sentiment Analysis
  • 6
    Results stored in database with flags
  • 7
    Real-time update pushed to admin dashboard
  • 8
    Flagged content automatically hidden from public view
  • 9
    Admin reviews flagged content and takes action

Complete Implementation (100 lines of code)

Database Trigger:

-- Database trigger
CREATE TRIGGER moderate_content
  AFTER INSERT ON user_content
  FOR EACH ROW
  EXECUTE FUNCTION trigger_moderation();

Edge Function:

// Edge Function (50 lines)
const [moderation, sentiment] = await Promise.all([
  moderateContent(content),
  analyzeSentiment(content)
]);

await updateContent({
  is_flagged: moderation.flagged,
  toxicity_score: moderation.scores.toxicity,
  sentiment: sentiment.label,
  auto_hidden: moderation.flagged
});

Real-time Dashboard:

// Real-time admin dashboard (30 lines)
supabase
  .channel(''moderation'')
  .on(''INSERT'', handleNewFlag)
  .subscribe();

Results After 3 Months

Content Processed

45,000+ pieces of content

Auto-Flagged

1,200 items (2.6%)

False Positives

< 5%

Response Time

< 150ms average

Moderation Accuracy

96%

Monthly Cost

$23 (Supabase Pro + AppHighway points)

Developer Time Saved

~80 hours vs traditional approach

Uptime

99.98%

"We went from idea to production in a single afternoon. Supabase + AppHighway gave us enterprise-grade moderation without the enterprise complexity or cost. Our community is safer, our users are happier, and we didn''t have to hire a DevOps engineer."

Sarah Chen

CTO, BuildFast.io

Key Takeaways

  • No backend servers - everything runs on Supabase Edge Functions
  • Real-time moderation dashboard out of the box
  • Scales automatically from 10 to 10,000 users
  • Cost-effective: $23/month vs $500+ with traditional stack
  • 96% moderation accuracy with AppHighway tools
  • Complete implementation in 100 lines of code
  • 2 hours setup time vs 2-3 weeks traditional approach

Best Practices: Supabase + AppHighway Integration

10 proven practices for building production applications with this stack.

Use Environment Variables for API Keys

Never hardcode AppHighway tool keys. Store them in Supabase Edge Function secrets.

// Set secrets via Supabase CLI
supabase secrets set APPHIGHWAY_API_KEY=your_key_here

// Access in Edge Functions
const apiKey = Deno.env.get(''APPHIGHWAY_API_KEY'')

Why: Prevents accidental key exposure, enables easy key rotation, different keys per environment

Implement Retry Logic for API Calls

AppHighway tools are highly reliable, but network issues can occur. Implement exponential backoff.

const callWithRetry = async (fn: () => Promise<any>, retries = 3) => {
  for (let i = 0; i < retries; i++) {
    try {
      return await fn();
    } catch (error) {
      if (i === retries - 1) throw error;
      await new Promise(resolve => setTimeout(resolve, Math.pow(2, i) * 1000));
    }
  }
};

Why: Handles transient network failures, improves reliability, better user experience

Use Row Level Security Policies

Always protect user data with RLS policies, even when using service role keys in Edge Functions.

-- Users can only see their own data
CREATE POLICY "Users view own data"
  ON user_data FOR SELECT
  USING (auth.uid() = user_id);

-- Edge Functions can write but users can''t
CREATE POLICY "Service role can write"
  ON processed_data FOR INSERT
  WITH CHECK (true);

Why: Prevents data leaks, enforces security at database level, defense in depth

Cache AppHighway tool Results When Appropriate

For data that doesn''t change frequently, cache AppHighway tool results in Supabase.

// Check cache first
const { data: cached } = await supabase
  .from('api_cache')
  .select('result')
  .eq('key', cacheKey)
  .gte('expires_at', new Date().toISOString())
  .single();

if (cached) return cached.result;

// Call API and cache
const result = await callAppHighway();
await supabase.from('api_cache').insert({
  key: cacheKey,
  result,
  expires_at: new Date(Date.now() + 3600000).toISOString() // 1 hour
});

Why: Reduces API costs, improves response time, reduces load on AppHighway

Use Database Triggers for Async Processing

Don''t make users wait for API processing. Use triggers for async workflows.

-- Process in background
CREATE TRIGGER process_async
  AFTER INSERT ON tasks
  FOR EACH ROW
  EXECUTE FUNCTION call_edge_function();

-- User gets immediate response
INSERT INTO tasks (data) VALUES (''...'');
RETURN IMMEDIATELY;

Why: Better UX with instant responses, handles heavy processing asynchronously, scalable architecture

Monitor Edge Function Performance

Use Supabase''s built-in monitoring to track Edge Function execution time and errors.

// Add timing logs
const start = Date.now();
const result = await callAppHighway();
console.log(`API call took ${Date.now() - start}ms`);

// Log errors with context
try {
  await process();
} catch (error) {
  console.error('Processing failed:', {
    error: error.message,
    userId,
    timestamp: new Date().toISOString()
  });
  throw error;
}

Why: Identify performance bottlenecks, debug production issues, optimize API usage

Batch AppHighway tool Calls When Possible

Process multiple items in parallel for better performance and cost efficiency.

// Instead of sequential processing
for (const item of items) {
  await processWithAppHighway(item); // Slow!
}

// Use parallel processing
const results = await Promise.all(
  items.map(item => processWithAppHighway(item))
); // Fast!

Why: 10x faster processing, better resource utilization, lower latency

Implement Proper Error Handling

Handle different error types appropriately and provide meaningful error messages.

try {
  const result = await callAppHighway();
} catch (error) {
  if (error.status === 429) {
    // Rate limit - retry with backoff
    return await retryWithBackoff();
  } else if (error.status === 401) {
    // Invalid API key - alert admin
    await notifyAdmin('Invalid AppHighway tool key');
    throw new Error('Configuration error');
  } else if (error.status >= 500) {
    // Server error - retry
    return await retry();
  } else {
    // Client error - return to user
    throw new Error(`API error: ${error.message}`);
  }
}

Why: Better debugging, graceful degradation, improved reliability

Use TypeScript for Type Safety

Define types for Supabase tables and AppHighway tool responses for full type safety.

// Define database types
import { Database } from './database.types';

type Review = Database['public']['Tables']['reviews']['Row'];

// Define API response types
interface SentimentResult {
  score: number;
  label: 'positive' | 'negative' | 'neutral';
  confidence: number;
}

const analyzeReview = async (review: Review): Promise<SentimentResult> => {
  // Fully type-safe
};

Why: Catch errors at compile time, better IDE support, self-documenting code

Set Up Proper CORS for Edge Functions

Configure CORS headers correctly for browser-based applications.

const corsHeaders = {
  'Access-Control-Allow-Origin': '*',
  'Access-Control-Allow-Headers': 'authorization, x-client-info, apikey, content-type',
};

serve(async (req) => {
  // Handle preflight
  if (req.method === 'OPTIONS') {
    return new Response('ok', { headers: corsHeaders });
  }

  // Include in response
  return new Response(data, {
    headers: { ...corsHeaders, 'Content-Type': 'application/json' }
  });
});

Why: Enables browser-based API calls, prevents CORS errors, better security

Conclusion: The Future of Backend Development

The combination of Supabase and AppHighway represents a paradigm shift in how we build web applications. You get PostgreSQL, authentication, real-time subscriptions, storage, and dozens of specialized tools without managing a single server. This is not just about saving time and money - it is about focusing on what matters: building features that users love. No more DevOps headaches, no more infrastructure scaling issues, no more API integration nightmares. The future of backend development is serverless, edge-first, and API-powered. Start building today and ship your next project in hours, not weeks.

Ready to Get Started?

1

Create Supabase Account

Sign up at supabase.com - generous free tier, no credit card required

2

Get AppHighway tool Key

Register at apphighway.com - 100 free points to start, access to dozens of tools

3

Follow Quick Start

Use our starter template with Supabase + AppHighway pre-configured

4

Join Community

Get help, share projects, and learn from other developers

Additional Resources

Start Building Without Servers Today

Join thousands of developers building production applications with Supabase + AppHighway. No backend complexity, just results.

AppHighway + Supabase: Complete Backend Stack Without Servers