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Migrate OpenAI App to MCP

Migrate existing OpenAI Apps SDK applications to the MCP Apps SDK (@modelcontextprotocol/ext-apps). The MCP Apps SDK provides a standardized, open protocol for interactive UIs in conversational clients.

Best Practices

• Use your package manager to add dependencies (e.g., npm install, pnpm add, yarn add) instead of manually writing version numbers. This lets the package manager resolve the latest compatible versions. Never specify version numbers from memory.
• Preemptively add a final todo item with this exact wording: "Re-read the 'Before Finishing' checklist in this skill and address each checkbox individually, stating what you did for each one, before marking this todo complete."

Getting Reference Code

Clone the SDK repository for complete migration documentation and working examples:

git clone --branch "v$(npm view @modelcontextprotocol/ext-apps version)" --depth 1 https://github.com/modelcontextprotocol/ext-apps.git /tmp/mcp-ext-apps

Migration Reference Guide

Read the migration reference guide with "before/after" mapping tables: /tmp/mcp-ext-apps/docs/migrate_from_openai_apps.md

API Reference (Source Files)

Read JSDoc documentation directly from /tmp/mcp-ext-apps/src/*:

Front-End Framework Examples

See /tmp/mcp-ext-apps/examples/basic-server-{framework}/ for basic SDK usage examples organized by front-end framework:

CSP Investigation

MCP Apps HTML is served as an MCP resource, not as a web page, and runs in a sandboxed iframe with no same-origin server. Every origin must be declared in CSP—including the origin serving your JS/CSS bundles (localhost in dev, your CDN in production). Missing origins fail silently.

Before writing any migration code , build the app and investigate all origins it references:

1. Build the app using the existing build command
2. Search the resulting HTML, CSS, and JS for every origin (not just "external" origins—every network request will need CSP approval)
3. For each origin found, trace back to source:
   • If it comes from a constant → universal (same in dev and prod)
   • If it comes from an env var or conditional → note the mechanism and identify both dev and prod values
4. Check for third-party libraries that may make their own requests (analytics, error tracking, etc.)

Document your findings as three lists, and note for each origin whether it's universal, dev-only, or prod-only:

• resourceDomains : origins serving images, fonts, styles, scripts
• connectDomains : origins for API/fetch requests
• frameDomains : origins for nested iframes

If no origins are found, the app may not need custom CSP domains.

CORS Configuration

MCP clients make cross-origin requests. If using Express, app.use(cors()) handles this.

For raw HTTP servers, configure standard CORS and additionally:

• Allow headers: mcp-session-id, mcp-protocol-version, last-event-id
• Expose headers: mcp-session-id

Key Conceptual Changes

Server-Side

Use registerAppTool() and registerAppResource() helpers instead of raw server.registerTool() / server.registerResource(). These helpers handle the MCP Apps metadata format automatically.

See /tmp/mcp-ext-apps/docs/migrate_from_openai_apps.md for server-side mapping tables.

Client-Side

The fundamental paradigm shift: OpenAI uses a synchronous global object (window.openai.toolInput, window.openai.theme) that's pre-populated before your code runs. MCP Apps uses an App instance with async event handlers.

Key differences:

• Create an App instance and register handlers (ontoolinput, ontoolresult, onhostcontextchanged) before calling connect(). (Events may fire immediately after connection, so handlers must be registered first.)
• Access tool data via handlers: app.ontoolinput for window.openai.toolInput, app.ontoolresult for window.openai.toolOutput.
• Access host environment (theme, locale, etc.) via app.getHostContext().

For React apps, the useApp hook manages this lifecycle automatically—see basic-server-react/ for the pattern.

See /tmp/mcp-ext-apps/docs/migrate_from_openai_apps.md for client-side mapping tables.

Features Not Yet Available in MCP Apps

These OpenAI features don't have MCP equivalents yet:

Server-side:

Client-side:

Before Finishing

Slow down and carefully follow each item in this checklist:

• Search for and migrate any remaining server-side OpenAI patterns:

• Search for and migrate any remaining client-side OpenAI patterns:

• For each origin from your CSP investigation, show where it appears in the registerAppResource() CSP config. Every origin from the CSP investigation (universal, dev-only, prod-only) must be included in the CSP config—MCP Apps HTML runs in a sandboxed iframe with no same-origin server. If an origin was not included in the CSP config, add it now.

• For each conditional (dev-only, prod-only) origin from your CSP investigation, show the code where the same configuration setting (env var, config file, etc.) controls both the runtime URL and the CSP entry. If the CSP has a hardcoded origin that should be conditional, fix it now—the app must be production-ready.

Testing

Using basic-host

Test the migrated app with the basic-host example:

# Terminal 1: Build and run your server
npm run build && npm run serve

# Terminal 2: Run basic-host (from cloned repo)
cd /tmp/mcp-ext-apps/examples/basic-host
npm install
SERVERS='["http://localhost:3001/mcp"]' npm run start
# Open http://localhost:8080

Verify Runtime Behavior

Once the app loads in basic-host, confirm:

1. App loads without console errors
2. ontoolinput handler fires with tool arguments
3. ontoolresult handler fires with tool result

Weekly Installs

203

Repository

modelcontextpro…ext-apps

GitHub Stars

1.9K

First Seen

Feb 10, 2026

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