Openma
openma-ai/open-managed-agents
Use the openma platform to build, deploy, and manage AI agents.
Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps.
$ npx skills add awslabs/cli-agent-orchestrator --skill mcp-apps-builder -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install awslabs/cli-agent-orchestrator mcp-apps-builder --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/awslabs/cli-agent-orchestrator.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/mcp-apps-builder .claude/skills/mcp-apps-builder && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "mcp-apps-builder" agent skill from https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/mcp-apps-builder into .claude/skills/mcp-apps-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-apps-builder", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/mcp-apps-builderType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add awslabs/cli-agent-orchestrator --skill mcp-apps-builder -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install awslabs/cli-agent-orchestrator mcp-apps-builder --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/awslabs/cli-agent-orchestrator.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/mcp-apps-builder .agents/skills/mcp-apps-builder && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mcp-apps-builder" agent skill from https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/mcp-apps-builder into .agents/skills/mcp-apps-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-apps-builder", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add awslabs/cli-agent-orchestrator --skill mcp-apps-builder -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install awslabs/cli-agent-orchestrator mcp-apps-builder --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/awslabs/cli-agent-orchestrator.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/mcp-apps-builder .cursor/skills/mcp-apps-builder && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "mcp-apps-builder" agent skill from https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/mcp-apps-builder into .cursor/skills/mcp-apps-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-apps-builder", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/awslabs/cli-agent-orchestrator.git --path skills/mcp-apps-builder--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add awslabs/cli-agent-orchestrator --skill mcp-apps-builder -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install awslabs/cli-agent-orchestrator mcp-apps-builder --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/awslabs/cli-agent-orchestrator.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/mcp-apps-builder .gemini/skills/mcp-apps-builder && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "mcp-apps-builder" agent skill from https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/mcp-apps-builder into .gemini/skills/mcp-apps-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-apps-builder", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install awslabs/cli-agent-orchestrator mcp-apps-builderInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add awslabs/cli-agent-orchestrator --skill mcp-apps-builder -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/awslabs/cli-agent-orchestrator.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/mcp-apps-builder .github/skills/mcp-apps-builder && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "mcp-apps-builder" agent skill from https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/mcp-apps-builder into .github/skills/mcp-apps-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-apps-builder", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add awslabs/cli-agent-orchestrator --skill mcp-apps-builder -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install awslabs/cli-agent-orchestrator mcp-apps-builder --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/awslabs/cli-agent-orchestrator.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/mcp-apps-builder .opencode/skills/mcp-apps-builder && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "mcp-apps-builder" agent skill from https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/mcp-apps-builder into .opencode/skills/mcp-apps-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-apps-builder", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
mcp-apps-builderLoad the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps.
MCP Apps Builder is an agent skill from awslabs/cli-agent-orchestrator, published by the product's own GitHub organization. Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps. Use when the user says "build an MCP App", "add a ui:// view to my MCP server", "create an interactive MCP App from scratch", "migrate from OpenAI Apps SDK to MCP", or "turn my web app into a hybrid MCP App". Targets the MCP Apps SDK (SEP-1865 ui:// resources) specifically. Not for regular web frontends, REST APIs, CAO provider adapters, SKILL.md authoring…
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `evals/evals.json`, `references/cao-view-guardrails.md` and `references/installation-per-agent.md`). Compatibility notes: Requires Node.js for ext-apps skill installation. For CAO views, also requires CAOMCPAPPSENABLED=true.
It sits in Agent Workflows, covering MCP servers and REST APIs. It works with Model Context Protocol, OpenAI and GitHub. The repository describes itself as: Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 089c53c. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
npmnpxgitFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.comAlso links to:
modelcontextprotocol.ionpmjs.comapps.extensions.modelcontextprotocol.ioFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires Node.js for ext-apps skill installation. For CAO views, also requires CAO_MCP_APPS_ENABLED=true.
From compatibility in the SKILL.md frontmatter.
MCP Apps Builder loads about 1.7k tokens when it runs, and up to ~4.2k if it reads all its reference files. Until then it costs about 137 tokens; SKILL.md has 546 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from awslabs/cli-agent-orchestrator at commit 089c53c, republished under its Apache-2.0 licence (© awslabs). 546 words, ~1,673 tokens.
.claude/skills/mcp-apps-builder/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.The Model Context Protocol ext-apps
repo ships four official Agent Skills that teach an AI coding agent how to
build MCP Apps
(SEP-1865 — interactive ui:// UIs that render inside a chat host). This skill
tells you when to reach for them and how to install them, so MCP App work is
done with the canonical, up-to-date guidance instead of guesswork.
| Skill | Use it when… |
|---|---|
create-mcp-app | Scaffolding a new MCP App (server + interactive UI) from scratch. |
add-app-to-server | Adding an interactive ui:// view to an existing MCP server's tools. |
migrate-oai-app | Converting an existing OpenAI Apps SDK app to MCP Apps. |
convert-web-app | Turning an existing web app into a hybrid web + MCP App. |
Pick whichever matches the agent you're driving (skills live in the agent's skills directory — install once, then ask the agent to build):
/plugin marketplace add modelcontextprotocol/ext-apps
/plugin install mcp-apps@modelcontextprotocol-ext-appsnpx skills add modelcontextprotocol/ext-appsgit clone https://github.com/modelcontextprotocol/ext-apps.git
cp -r ext-apps/plugins/mcp-apps/skills/create-mcp-app ~/.kiro/skills/create-mcp-app
# …repeat for add-app-to-server / migrate-oai-app / convert-web-app~/.kiro/skills/, Claude Code ~/.claude/skills/,
VS Code/Copilot ~/.copilot/skills/, Gemini CLI ~/.gemini/skills/,
Codex ~/.codex/skills/, Cursor ~/.cursor/skills/, Goose
~/.config/goose/skills/. Verify with: ask the agent "what skills do you have?"For complete per-agent installation instructions and troubleshooting, see references/installation-per-agent.md.
ui://cao/* work)CAO's own views (ui://cao/dashboard / agent / event-stream) are hand-rolled
single-file React bundles — not generated by create-mcp-app — because CAO
enforces stricter invariants than the starter templates. When you add a new
CAO view, use add-app-to-server's checklist for the spec-correct shape, but
keep CAO's guardrails:
CAO_MCP_APPS_ENABLED (end to end).eval / new Function; the host CSP forbids it; the
scan:jit gate fails otherwise).mcp_server/* reaches state only over HTTP (AST guard
test/test_http_only_boundary.py).check:size) and the coverage
ratchet (coverage:ratchet).ui_meta(...) (resource _meta.ui: csp / permissions /
domain / prefersBorder; tool _meta.ui: resourceUri / visibility).For the full guardrail checklist and how to run each CI gate locally, see references/cao-view-guardrails.md.
For the operator/extend playbook (turn it on, troubleshoot, the submit_command
choke point, host-delegated actions), load the cao-mcp-apps skill.
2026-01-26/apps.mdx ·
SDK @modelcontextprotocol/ext-apps (v1.7.4) ·
API referenceui://cao/* views are hand-rolled single-file React bundles with stricter invariants than the starter templates. Use add-app-to-server for the spec-correct shape, but enforce CAO's guardrails (JIT-free, bundle-size budget, HTTP-only boundary).eval / new Function. The CI scan:jit gate will fail the build if any JIT constructs are present.mcp_server/* must reach state only over HTTP to the Backplane. The AST guard test (test/test_http_only_boundary.py) enforces this — direct state access bypasses governance.When building or extending CAO MCP Apps views, always follow this complete cycle:
cd cao_mcp_apps
npm run build:all # Build all view bundles (single-file HTML)
npm test # Unit tests (vitest)
npm run test:e2e # Playwright E2E against built bundles
npm run demo # Record demo video + screenshots + GIFThe npm run demo step captures the current state of all views (including the unified
fleet command center) into docs/media/ — this is what README.md and docs/mcp-apps.md
display. Always regenerate after modifying views so documentation stays current.
For CAO-specific views (ui://cao/*), also verify:
npm run check:sizenpm run scan:jitnpx tsc --noEmitFor installation details per agent host, see references/installation-per-agent.md. For CAO view guardrails, see references/cao-view-guardrails.md.
© awslabs, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (scripts, references) in skills/mcp-apps-builder of awslabs/cli-agent-orchestrator.
Open the folder on GitHubat commit 089c53c
MCP Apps Builder next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| MCP Apps Builder this skillawslabs/cli-agent-orchestrator | 1.4k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Openmaopenma-ai/open-managed-agents | 316 | — | ~854 | Automated safety check: Pass | Apache-2.0 | |
| GitHub Commentingjuspay/neurolink | 144 | — | ~698 | Automated safety check: Pass | MIT | |
| Docker Agent Deploydocker/skills | 547 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Skill Seekers Builderyusufkaraaslan/Skill_Seekers | 15k | — | ~760 | Automated safety check: Pass | MIT | |
| Codex with ChatGPT Planning LoopXiaoDuoYa/codex-with-chatgpt | 7.1k | — | ~11k | Automated safety check: Notes | MIT |
openma-ai/open-managed-agents
Use the openma platform to build, deploy, and manage AI agents.
juspay/neurolink
How to post clean, rich, deduplicated GitHub PR review comments — suggestion blocks, multi-line anchors, markers, formatting rules.
docker/skills
A skill your agent uses when exposing a Docker Agent as a server (MCP, HTTP API, A2A, ACP, or OpenAI-compatible chat), distributing an agent via an OCI registry with docker agent share, or measuring…
yusufkaraaslan/Skill_Seekers
Detects the type of a knowledge source and uses the Skill Seekers MCP tools to turn docs, repos, PDFs or videos into packaged AI skills.
XiaoDuoYa/codex-with-chatgpt
Uses ChatGPT in the browser as the planning and review brain for a Codex session, with Codex keeping all execution and ChatGPT reading the workspace through a bridge.
Haohao-end/openagent
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI.
awslabs/cli-agent-orchestrator
Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman).
awslabs/cli-agent-orchestrator
Author live dashboard UI from an agent via the emitui MCP tool.
awslabs/cli-agent-orchestrator
Create a new CAO (CLI Agent Orchestrator) plugin. An agent skill from awslabs/cli-agent-orchestrator.
awslabs/cli-agent-orchestrator
Create a new CLI agent provider for CAO (CLI Agent Orchestrator).
awslabs/cli-agent-orchestrator
Find and select the best installed CAO agent profile for a task before delegating with assign or handoff.
awslabs/cli-agent-orchestrator
Contribute changes to the CAO (CLI Agent Orchestrator) codebase — the local dev loop, the CI gate map, and the pre-PR checklist.
Works with
Categories
Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps. MCP Apps Builder is an agent skill from awslabs/cli-agent-orchestrator, published by the product's own GitHub organization.com/modelcontextprotocol/ext-apps.
MCP Apps Builder fits situations like: the user says build an MCP App; add a ui:// view to my MCP server; create an interactive MCP App from scratch; migrate from OpenAI Apps SDK to MCP.
Run `npx skills add awslabs/cli-agent-orchestrator --skill mcp-apps-builder -a claude-code`. Or copy the skill folder (skills/mcp-apps-builder in awslabs/cli-agent-orchestrator) into .claude/skills/mcp-apps-builder in your project. Claude Code loads it when a task matches its description.
Run `npx skills add awslabs/cli-agent-orchestrator --skill mcp-apps-builder -a codex`. Or copy the skill folder (skills/mcp-apps-builder in awslabs/cli-agent-orchestrator) into .agents/skills/mcp-apps-builder in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add awslabs/cli-agent-orchestrator --skill mcp-apps-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mcp-apps-builder, .gemini/skills/mcp-apps-builder, .github/skills/mcp-apps-builder and .opencode/skills/mcp-apps-builder in your project.
Going by SKILL.md and its folder, MCP Apps Builder needs a shell for the scripts in its folder and the command-line tools its instructions call (npm, npx and git). Our summary lists: Node.js; A Bash shell. Compatibility (from SKILL.md): Requires Node.js for ext-apps skill installation. For CAO views, also requires CAO_MCP_APPS_ENABLED=true..
SKILL.md names 4 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: modelcontextprotocol.io, npmjs.com and apps.extensions.modelcontextprotocol.io. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
MCP Apps Builder is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.5k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with MCP Apps Builder: Openma (openma-ai/open-managed-agents, 316 stars), GitHub Commenting (juspay/neurolink, 144 stars), Docker Agent Deploy (docker/skills, 547 stars) and Skill Seekers Builder (yusufkaraaslan/Skill_Seekers, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
awslabs (a GitHub organization, an official publisher) maintains it in awslabs/cli-agent-orchestrator, which has 1,400 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 9, 2026.
Source: awslabs/cli-agent-orchestrator on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.