Quick Comparison
| Aspect | MCP | A2A |
|---|---|---|
| Request Style | Tool calls | Task messages |
| Response Style | Direct JSON | Artifacts |
| Status System | Unified status field | Unified status field |
| Async Handling | Polling with tasks/get | SSE streaming |
| Webhooks | Protocol wrapper extension | Native PushNotificationConfig |
| Task Management | tasks/list, tasks/get tools | Native tasks/list, tasks/get |
| Context | Manual (pass context_id) | Automatic (protocol-managed) |
| Best For | Claude, AI assistants | Agent workflows |
Unified Status System
Both protocols use the same status field with consistent values.Status Handling (Both Protocols)
Every response includes a status field that tells you exactly what to do:| Status | What It Means | Your Action |
|---|---|---|
completed | Task finished | Process data, show success |
input-required | Need user input | Read message, prompt user, follow up |
working | Processing (< 120s) | Poll frequently, show progress |
submitted | Long-running (hours to days) | Provide webhook or poll less frequently |
failed | Error occurred | Show error, handle gracefully |
auth-required | Need auth | Prompt for credentials |
Transport Format Differences
Same status and data, different packaging:MCP Response Format
A2A Response Format
Async Operation Differences
Both protocols handle async operations with the same status progression:submitted → working → completed/failed
MCP Async Pattern
A2A Async Pattern
Context Management
MCP: Manual Context
A2A: Automatic Context
Clarification Handling
Both protocols use the samestatus: "input-required" pattern:
Error Handling
Both usestatus: "failed" with same error structure:
Choosing a Protocol
Choose MCP if you’re using:
- Claude Desktop or Claude Code
- MCP-compatible AI assistants
- Simple tool-based integrations
- Direct JSON responses
Choose A2A if you’re using:
- Google AI agents or Agent Engine
- Multi-modal workflows (text + files)
- Real-time streaming updates
- Artifact-based data handling
Both protocols provide:
- Same AdCP tasks and capabilities
- Unified status system for clear client logic
- Context management for conversations
- Async operation support
- Human-in-the-loop workflows
- Error handling and recovery