Token导航 LogoToken导航TokenDH.com
研究检索执行命令github未标认证来源可访问clear审计异常

migrate-from-openai-appmigrate from OpenAI 应用

Agent Skill

migrate-from-openai-app 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

15,876

周安装

458

GitHub Stars

2,102

下载量

5,435
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

3

许可证

MIT

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:migrate-from-openai-app(migrate from OpenAI 应用)
来源仓库:https://github.com/modelcontextprotocol/ext-apps
仓库路径:skills/migrate-from-openai-app
安装命令:
npx skills add https://github.com/modelcontextprotocol/ext-apps --skill 'Migrate from OpenAI App'
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/modelcontextprotocol/ext-apps --skill 'Migrate from OpenAI App'

简介

用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。

  • 适用于需要根据关键词或任务场景进行信息检索的场景,支持多宿主环境。
  • 通过 npx skills add 命令从 GitHub 仓库安装,需确认权限和维护状态。
  • 建议结合原始 README 核验用法,注意是否会触发联网或文件读写操作。
  • migrate-from-openai-app 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

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/*:

FileContents
src/app.tsApp class, handlers, lifecycle
src/server/index.tsregisterAppTool, registerAppResource
src/spec.types.tsType definitions
src/react/useApp.tsxuseApp hook for React apps
src/react/use*.ts*Other use* hooks for React apps

Front-End Framework Examples

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

TemplateKey Files
basic-server-vanillajs/server.ts, src/mcp-app.ts, mcp-app.html
basic-server-react/server.ts, src/mcp-app.tsx (uses useApp hook)
basic-server-vue/server.ts, src/App.vue
basic-server-svelte/server.ts, src/App.svelte
basic-server-preact/server.ts, src/mcp-app.tsx
basic-server-solid/server.ts, src/mcp-app.tsx

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

  1. 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:

OpenAI FeatureStatus/Workaround
_meta["openai/toolInvocation/invoking"] / _meta["openai/toolInvocation/invoked"]Progress indicators not yet available
_meta["openai/widgetDescription"]Use app.updateModelContext() for dynamic context

Client-side:

OpenAI FeatureStatus/Workaround
window.openai.widgetState / setWidgetState()Use localStorage or server-side state
window.openai.uploadFile() / getFileDownloadUrl()File operations not yet available
window.openai.requestModal() / requestClose()Modal management not yet available
window.openai.viewNot yet available

Before Finishing

Slow down and carefully follow each item in this checklist:

  • Search for and migrate any remaining server-side OpenAI patterns: Pattern Indicates "openai/ Old metadata keys → _meta.ui.* text/html+skybridge Old MIME type → RESOURCE_MIME_TYPE constant text/html;profile=mcp-app New MIME type, but prefer RESOURCE_MIME_TYPE constant _domains" or _domains: snake_case CSP → camelCase (connect_domainsconnectDomains)
  • Search for and migrate any remaining client-side OpenAI patterns: Pattern Indicates window.openai.toolInput Old global → params.arguments in ontoolinput handler window.openai.toolOutput Old global → params.structuredContent in ontoolresult window.openai Old global API → App instance methods
  • 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

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

04

需要参考平台分布和安装热度时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Claude Code

28.62%
按下载量换算1,555

Antigravity

25.69%
按下载量换算1,396

Gemini CLI

20.14%
按下载量换算1,095

Cursor

13.16%
按下载量换算715

github-copilot

7.31%
按下载量换算397

OpenCode

3.47%
按下载量换算189

安全审计

Gen Agent Trust Hub

未通过

Socket

通过

Snyk

通过

权限和风险

执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/modelcontextprotocol/ext-apps --skill 'Migrate from OpenAI App';npx skills add modelcontextprotocol/ext-apps --skill "migrate-from-openai-app" 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在 warning/failed 结果,不能写成本站确认安全。来源字段存在多来源差异,先按来源优先级自动处理,无法消解时进入异常复核队列。

来源信息

继续浏览同类 Skills