MCP Servers vs ChatGPT Apps: Which Should You Choose?
Understanding the relationship between MCP and ChatGPT's Apps SDK.
Founder & CEO, Noodle Seed
ChatGPT Apps are built on MCP (Model Context Protocol). Understanding this relationship helps you choose the right approach for connecting your business to AI assistants.
TL;DR
- •A ChatGPT App = MCP server + UI components
- •MCP servers work across platforms (ChatGPT, Claude, Bedrock, IDEs)
- •ChatGPT Apps are ChatGPT-specific with custom UI
- •You can build one MCP server that works everywhere, then add ChatGPT App UI
The Core Relationship
A ChatGPT App is an MCP server with UI components. This is the key insight.
MCP Server (Backend)
An MCP server exposes three primitives to AI assistants:
- •Tools: Actions the AI can perform
- •Resources: Data the AI can access
- •Prompts: Reusable templates
ChatGPT App (MCP Server + UI)
A ChatGPT App includes everything above, plus:
- •Custom UI: Visual interfaces in ChatGPT
- •App Store: Discoverable in ChatGPT
Source: OpenAI Apps in ChatGPT
When to Choose MCP Server Only
Choose a standalone MCP server when:
- •Multi-platform: You want your integration to work with ChatGPT, Claude, Amazon Bedrock, and other MCP clients
- •Backend focus: Your integration is primarily about data and actions, not custom UI
- •Internal tools: You're building for internal use across different AI tools
- •Developer tooling: Integration with IDEs like Cursor, VS Code, or Claude Code
When to Choose ChatGPT App
Choose a ChatGPT App when:
- •ChatGPT-first: Your primary audience uses ChatGPT specifically
- •Rich UI needed: Your experience benefits from custom visual components
- •Consumer-facing: You want discoverability through ChatGPT's app directory
- •Brand experience: You want a polished, branded experience in ChatGPT
Comparison Table
| Aspect | MCP Server | ChatGPT App |
|---|---|---|
| Protocol | MCP (open) | MCP + Apps SDK |
| Platforms | ChatGPT, Claude, Bedrock, IDEs | ChatGPT only |
| Custom UI | No | Yes |
| App Store | No | Yes (with review) |
| Submission | Self-hosted | OpenAI review |
Can You Use Both?
Yes. Since ChatGPT Apps are built on MCP, you can build an MCP server that works with Claude and other platforms, then extend it with UI components to create a ChatGPT App.
Recommended approach:
- 1.Build your MCP server with tools, resources, and prompts
- 2.Test it with Claude, ChatGPT (Developer Mode), and other MCP clients
- 3.Add Apps SDK UI components for the ChatGPT-specific experience
- 4.Submit the ChatGPT App while keeping MCP server available for other platforms
Frequently Asked Questions
Is the Apps SDK required for ChatGPT integration?
Not for basic integration. You can use a standard MCP server with ChatGPT's Developer Mode. The Apps SDK is needed for custom UI components and App Store listing.
Do ChatGPT Apps work with Claude?
The MCP server portion works with Claude. The UI components specific to the Apps SDK only render in ChatGPT. Claude would use the MCP tools and resources without the custom UI.
What's the submission process for ChatGPT Apps?
As of December 2025, app submissions are open. Apps go through OpenAI review for safety, privacy, and functionality before publication.
Can Noodle Seed help with both approaches?
Yes. Noodle Seed creates MCP servers that work across platforms, and can extend them with ChatGPT App capabilities. We handle both the backend integration and the UI components.
Founder & CEO, Noodle Seed
Build for ChatGPT and beyond
Noodle Seed creates MCP servers that work across AI platforms, with optional ChatGPT App UI components.