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Quick Protocol Selection

ProtocolBest ForCommunication PatternComplexity
RESTStandard CRUD operationsRequest/ResponseLow
SSEReal-time streaming, AI responsesServer → Client (unidirectional)Low
WebSocketBidirectional real-time communicationClient ↔ Server (full-duplex)Medium
Socket.IOReal-time with automatic fallbackClient ↔ Server (with fallback)Medium
MQTTIoT devices, low-bandwidth scenariosPublish/SubscribeMedium
WebhooksEvent-driven notificationsServer → Client (HTTP callbacks)Low
CallbacksAsync operation statusServer → Client (dynamic URLs)Medium
GraphQLFlexible data queriesRequest/ResponseMedium
gRPCHigh-performance microservicesRequest/Response (binary)High
MCPAI assistant integrationRequest/ResponseMedium
WADLJava/JAX-RS web servicesRequest/ResponseMedium
WSDLSOAP enterprise integrationRequest/ResponseHigh
RAMLAPI design and documentationRequest/ResponseMedium

Protocol Details

1. REST API (HTTPS)

The foundation - Standard HTTP-based API following RESTful principles. Base URL: https://api.petstoreapi.com/v1 When to Use:
  • Standard CRUD operations (Create, Read, Update, Delete)
  • Resource-oriented operations
  • Stateful client-server communication
  • When you need caching (HTTP cache headers)
Key Features:
  • ✅ Pure RESTful design (proper HTTP methods, status codes)
  • ✅ Resource-oriented URLs (/pets, /users, /orders)
  • ✅ Collection wrappers with pagination
  • ✅ RFC 9457 error responses
  • ✅ IETF rate limiting headers
Quick Example:
# List available pets
curl https://api.petstoreapi.com/v1/pets?status=AVAILABLE

# Create a new pet
curl -X POST https://api.petstoreapi.com/v1/pets \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_TOKEN" \
  -d '{
    "name": "Buddy",
    "species": "DOG",
    "breed": "Golden Retriever",
    "ageMonths": 24,
    "status": "AVAILABLE"
  }'
Documentation:

2. Server-Sent Events (SSE)

Real-time streaming - Server pushes data to client over HTTP. Endpoint: https://api.petstoreapi.com/v1/chat/completions (with stream: true) When to Use:
  • Real-time updates from server to client
  • AI chat streaming responses
  • Live notifications
  • When you only need server → client communication
Key Features:
  • ✅ Built on HTTP (no new infrastructure needed)
  • ✅ Automatic reconnection handling
  • ✅ Text-based, easy to debug
  • ✅ One-way communication (server → client)
Quick Example:
curl -N -X POST https://api.petstoreapi.com/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_TOKEN" \
  -d '{
    "messages": [{"role": "USER", "content": "Tell me about Golden Retrievers"}],
    "model": "PET_ADVISOR_1",
    "stream": true
  }'
Documentation:

3. WebSocket

Full-duplex communication - Persistent connection for bidirectional real-time messaging. Endpoint: wss://api.petstoreapi.com/v1/ws/chat When to Use:
  • Real-time bidirectional communication
  • Customer support chat systems
  • Collaborative applications
  • Low-latency updates required
Key Features:
  • ✅ Full-duplex (send and receive simultaneously)
  • ✅ Low latency
  • ✅ Persistent connection
  • ✅ Binary and text data support
Quick Example:
const ws = new WebSocket('wss://api.petstoreapi.com/v1/ws/chat?token=YOUR_JWT_TOKEN');

ws.addEventListener('open', () => {
  // Send a message
  ws.send(JSON.stringify({
    type: 'chatMessage',
    payload: {
      conversationId: 'conv_abc123',
      senderId: 'user_xyz789',
      content: 'Hello, I need help with my order',
      timestamp: new Date().toISOString()
    }
  }));
});

// Listen for messages
ws.addEventListener('message', (event) => {
  const message = JSON.parse(event.data);
  console.log('Received:', message);
});
Documentation:

4. Socket.IO

WebSocket with fallbacks - Real-time communication with automatic fallback. Endpoint: wss://api.petstoreapi.com When to Use:
  • Real-time features that must work everywhere
  • Need automatic fallback (polling) when WebSocket unavailable
  • Building customer support chat
  • Need room-based messaging
Key Features:
  • ✅ Automatic fallback to long-polling
  • ✅ Room-based messaging
  • ✅ Reconnection handling
  • ✅ Broadcast capabilities
Quick Example:
import { io } from 'socket.io-client';

const socket = io('wss://api.petstoreapi.com', {
  auth: { token: 'YOUR_JWT_TOKEN' },
  transports: ['websocket']
});

// Join a chat room
socket.emit('joinChat', {
  conversationId: 'conv_abc123',
  userId: 'user_xyz789'
});

// Send a message
socket.emit('chatMessage', {
  conversationId: 'conv_abc123',
  content: 'I need help with my order'
});

// Listen for incoming messages
socket.on('chatMessage', (data) => {
  console.log('New message:', data.content);
});
Documentation:

5. MQTT (Message Queuing Telemetry Transport)

Lightweight IoT protocol - Publish/subscribe for resource-constrained devices. Endpoint: mqtts://mqtt.petstoreapi.com:8883 When to Use:
  • IoT devices and sensors
  • Low-bandwidth, unreliable networks
  • Battery-powered devices
  • Many devices publishing data
Key Features:
  • ✅ Extremely lightweight (small packet overhead)
  • ✅ Publish/Subscribe pattern
  • ✅ QoS levels (guaranteed delivery)
  • ✅ Works on unreliable networks
Quick Example:
import paho.mqtt.client as mqtt

def on_message(client, userdata, msg):
    print(f"Topic: {msg.topic}")
    print(f"Message: {msg.payload.decode()}")

client = mqtt.Client(client_id="petstore-iot-device-001")
client.username_pw_set("YOUR_USERNAME", "YOUR_PASSWORD")
client.tls_set()

client.on_connect = lambda c, u, f: c.subscribe("orders/+/status")
client.on_message = on_message

client.connect("mqtt.petstoreapi.com", 8883, 60)
client.loop_forever()
Documentation:

6. Webhooks

Event-driven HTTP callbacks - Server pushes events to your endpoints. When to Use:
  • Real-time notifications for events
  • Order status updates
  • Payment confirmations
  • Pet adoption notifications
Key Features:
  • ✅ Server initiates the request
  • ✅ Your endpoint receives events
  • ✅ Retry logic on failure
  • ✅ HMAC signature verification
Quick Example:
// Your webhook endpoint
app.post('/webhooks/petstore', (req, res) => {
  const signature = req.headers['x-petstore-signature'];
  const payload = req.body;

  // Verify signature
  const expectedSignature = crypto
    .createHmac('sha256', WEBHOOK_SECRET)
    .update(JSON.stringify(payload))
    .digest('hex');

  if (signature !== expectedSignature) {
    return res.status(401).send('Invalid signature');
  }

  // Handle event
  switch (payload.eventType) {
    case 'pet.adopted':
      console.log(`Pet ${payload.data.pet.id} was adopted!`);
      break;
    case 'order.created':
      console.log(`New order: ${payload.data.order.id}`);
      break;
  }

  res.sendStatus(200);
});
Documentation:

7. GraphQL

Flexible query language - Request exactly the data you need. Endpoint: https://api.petstoreapi.com/v1/graphql When to Use:
  • Complex, nested data requirements
  • Mobile applications (reduce payload size)
  • Multiple resources in single request
  • Flexible, self-documenting API
Key Features:
  • ✅ Request exactly what you need
  • ✅ Single request for multiple resources
  • ✅ Strongly typed schema
  • ✅ Introspection (self-documenting)
Quick Example:
curl -X POST https://api.petstoreapi.com/v1/graphql \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_TOKEN" \
  -d '{
    "query": "query GetAvailablePets { pets(status: AVAILABLE) { id name species breed ageMonths } }"
  }'
Documentation:

8. gRPC

High-performance RPC - Binary protocol for microservices. When to Use:
  • High-performance requirements
  • Microservice-to-microservice communication
  • Strongly typed contracts needed
  • Low latency, high throughput
Key Features:
  • ✅ Binary serialization (Protocol Buffers)
  • ✅ High performance
  • ✅ Strong typing with .proto files
  • ✅ Built-in code generation
Quick Example:
import grpc
from petstore_pb2 import GetPetRequest
from petstore_pb2_grpc import PetServiceStub

channel = grpc.secure_channel('api.petstoreapi.com:443', credentials)
stub = PetServiceStub(channel)

request = GetPetRequest(id="pet_fYrZzCW9E1WIOyGw")
response = stub.GetPet(request)

print(f"Pet: {response.name}, {response.species}")
Documentation:

9. MCP (Model Context Protocol)

AI assistant integration - Connect Claude Desktop and other AI assistants. When to Use:
  • Building AI-powered tools
  • Claude Desktop integration
  • AI assistant needs to query your data
  • Context-aware AI interactions
Key Features:
  • ✅ Standard protocol for AI tools
  • ✅ Resource and prompt definitions
  • ✅ Native Claude Desktop support
  • ✅ Context-aware responses
Quick Example:
{
  "name": "petstore-mcp-server",
  "command": "node",
  "args": ["dist/index.js"],
  "env": {
    "PETSTORE_API_KEY": "your_api_key",
    "PETSTORE_API_BASE": "https://api.petstoreapi.com/v1"
  }
}
Documentation:

10. WADL (Web Application Description Language)

XML-based API description - Machine-readable format for HTTP-based web services. Specification: https://api.petstoreapi.com/v1/specs/modern-petstore.wadl When to Use:
  • Java/JAX-RS web services
  • Legacy enterprise system integration
  • Client code generation for Java
  • XML-based toolchains
Key Features:
  • ✅ XML Schema type system
  • ✅ Resource-oriented descriptions
  • ✅ Automatic client generation
  • ✅ JAX-RS framework support
Quick Example:
<resource path="/pets/{id}">
  <param name="id" style="template" type="xsd:string" required="true">
    <doc>Unique identifier for the pet</doc>
  </param>
  <method name="GET" id="getPet">
    <response status="200">
      <representation mediaType="application/json" element="Pet" />
    </response>
  </method>
</resource>
Documentation:

11. WSDL (Web Services Description Language)

SOAP web services - Enterprise integration with formal contracts. Specification: https://api.petstoreapi.com/v1/specs/modern-petstore.wsdl Endpoint: https://api.petstoreapi.com/v1/soap When to Use:
  • Enterprise system integration (SAP, Oracle)
  • Formal service contracts (SLA agreements)
  • .NET or Java enterprise frameworks
  • Built-in security requirements (WS-Security)
  • Transactional operations
Key Features:
  • ✅ XML Schema strong typing
  • ✅ WS-* standards (Security, Transactions)
  • ✅ SOAP envelope messaging
  • ✅ Wide enterprise tooling support
Quick Example:
<soap:Envelope xmlns:soap="http://schemas.xmlsoap.org/soap/envelope/">
  <soap:Body>
    <GetPetRequest>
      <id>pet_fYrZzCW9E1WIOyGw</id>
    </GetPetRequest>
  </soap:Body>
</soap:Envelope>
Documentation:

12. RAML (RESTful API Modeling Language)

Design-first API specification - YAML-based API description with reusable components. Specification: https://api.petstoreapi.com/v1/specs/modern-petstore.raml When to Use:
  • API design before implementation
  • MuleSoft Anypoint Platform integration
  • Highly modular API specifications
  • Strong type validation needed
  • Building APIs with consistent patterns
Key Features:
  • ✅ YAML-based, human-readable
  • ✅ Reusable types, traits, and resource types
  • ✅ Design-first approach
  • ✅ Auto-generated documentation
  • ✅ Modular specifications
Quick Example:
#%RAML 1.0
title: Modern Petstore API
/pets:
  get:
    queryParameters:
      species:
        type: string
        enum: [DOG, CAT, RABBIT]
    responses:
      200:
        body:
          application/json:
            type: PetCollection
Documentation:

Protocol Comparison

When to Use Each Protocol

┌─────────────────────────────────────────────────────────────────┐
│                     Choose Your Protocol                        │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  Need standard CRUD operations?                                 │
│  → Use REST                                                     │
│                                                                  │
│  Need real-time updates from server?                            │
│  → Use SSE (one-way) or WebSocket (two-way)                     │
│                                                                  │
│  Building chat/collaboration?                                   │
│  → Use WebSocket or Socket.IO                                   │
│                                                                  │
│  IoT devices or constrained networks?                           │
│  → Use MQTT                                                     │
│                                                                  │
│  Need event notifications?                                      │
│  → Use Webhooks                                                 │
│                                                                  │
│  Complex, flexible data queries?                                │
│  → Use GraphQL                                                  │
│                                                                  │
│  High-performance microservices?                                │
│  → Use gRPC                                                     │
│                                                                  │
│  AI assistant integration?                                      │
│  → Use MCP                                                      │
│                                                                  │
│  Java/JAX-RS web services?                                      │
│  → Use WADL                                                     │
│                                                                  │
│  SOAP enterprise integration?                                   │
│  → Use WSDL                                                     │
│                                                                  │
│  API design and documentation?                                  │
│  → Use RAML                                                     │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

Performance Characteristics

ProtocolLatencyThroughputOverheadScalability
RESTMediumMediumHighExcellent
SSELowMediumLowGood
WebSocketVery LowHighVery LowGood
Socket.IOLowHighLowGood
MQTTLowMediumVery LowExcellent
GraphQLMediumMediumMediumGood
gRPCVery LowVery HighVery LowExcellent

Getting Started

For Beginners

  1. Start with REST - It’s the most common and well-documented
  2. Explore the Quick Start Guide
  3. Check out interactive documentation

For Specific Use Cases

  • Web Applications: REST + SSE/WebSocket
  • Mobile Apps: REST + GraphQL
  • IoT Devices: MQTT
  • Microservices: gRPC
  • AI Integration: MCP

Specifications

  • OpenAPI 3.2 (REST, SSE, Webhooks): JSON | YAML
  • AsyncAPI 3.0 (WebSocket, MQTT, Kafka): JSON | YAML
  • WADL (Java/JAX-RS Web Services): XML
  • WSDL (SOAP Web Services): XML
  • RAML 1.0 (API Design): YAML


Need help choosing? Contact us at [email protected]