Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Build and operate Dapr Workflows and Durable Agents on Diagrid Catalyst. Sign-in required.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.cloud.r1.diagrid.io/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http catalyst https://mcp.cloud.r1.diagrid.io/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"catalyst": {
"url": "https://mcp.cloud.r1.diagrid.io/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"catalyst": {
"type": "http",
"url": "https://mcp.cloud.r1.diagrid.io/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.cloud.r1.diagrid.io/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 도메인 diagrid.io 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.0.1)은 16일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Whisper
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
One routable IPv6 per AI agent, verifiable from the DNS root. Keyless tools need no signup.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Build and operate Diagrid Catalyst by prompting — Dapr Workflows, Durable Agents, and the running system.
Verified end to end in Claude Code — installs in under 5 seconds, every skill registers, and a real Catalyst question fires the right skill and gets a grounded answer. In Codex and GitHub Copilot the install and every skill are verified, and Codex is confirmed to put them in front of the model; neither has yet answered a Catalyst question here, for reasons that are nothing to do with the skills.
Early release. The skills drive Catalyst through the remote Catalyst MCP server:
you add the server and sign in once. The one exception is an app tunnel, which lets
Catalyst call into a process on your machine. No MCP tool opens one, so
catalyst-app-tunnelsinstalls the Diagrid CLI and uses it for that alone. Read What works today for what is and is not available
over MCP yet.
claude plugin marketplace add diagridio/catalyst-ai
claude plugin install catalyst-ai@diagrid
Then check it landed — both commands, not just the second:
claude plugin list # expect Version: 0.7.0 or later
claude plugin details catalyst-ai@diagrid # expect 12 skills
list reports the version you actually have. details reports the version the marketplace is offering, reading the installed copy only when the two agree — so on its own it can show you 12 skills while your session loads 11. If either looks wrong, jump to If your install is behind.
The same marketplace also lists dapr-skills, for Dapr applications that run outside Catalyst — see Also in this marketplace.
The plugin also registers the Catalyst MCP server, https://mcp.cloud.r1.diagrid.io/mcp. It stays empty until you sign in once. In Claude Code, run /mcp, pick plugin:catalyst-ai:catalyst and complete the browser sign-in. There is no API key.
If you already added the server yourself with claude mcp add, remove that entry (claude mcp remove catalyst --scope user) once the plugin is installed. Otherwise you have two copies of every Catalyst tool.
The plugin requests the scopes catalyst:read catalyst:write offline_access. Without offline_access there is no refresh token, so you sign in again each time the session expires. Write tools, such as catalyst_apply, are left out of the tool list entirely when your role is read-only or the sign-in did not grant write scope. If they are missing, sign in again and approve write access; if they are still missing, your role is read-only.
Check it worked by asking: *"Who am I in Catalyst?"* The answer comes from catalyst_whoami.
Every client connects to the same remote server, https://mcp.cloud.r1.diagrid.io/mcp (the r1 is required), and signs in with OAuth in the browser. The authorization server does not accept dynamic registration, so a client that tries to register itself fails. Each client below uses its registered client ID instead: codex, copilot-cli, vscode, claude-code, or claude-web for claude.ai. VS Code and the Copilot CLI can also sign in without one, because the server reads the client metadata they publish.
Each snippet below also sets an X-Catalyst-Plugin-Version header to the plugin version, which lets the server see which version of these instructions a client was set up from. It goes only on the MCP requests the client already makes. When you update the skills, update the header to match.
Install the skills for the client first (below), then:
Codex
codex mcp add catalyst --url https://mcp.cloud.r1.diagrid.io/mcp --oauth-client-id codex
codex mcp login catalyst
codex mcp add has no header flag, so add this to ~/.codex/config.toml under the server it just wrote:
[mcp_servers.catalyst.http_headers]
X-Catalyst-Plugin-Version = "0.8.0"
GitHub Copilot CLI
copilot mcp add has no client-ID flag, so add the server and then set oauthClientId in ~/.copilot/mcp-config.json:
{
"mcpServers": { "catalyst": { "type": "http", "url": "https://mcp.cloud.r1.diagrid.io/mcp", "headers": { "X-Catalyst-Plugin-Version": "0.8.0" }, "oauthClientId": "copilot-cli", "tools": ["*"] } } }
Then run /mcp inside Copilot and authenticate the catalyst server in the browser.
VS Code (Copilot Chat), in .vscode/mcp.json or your user MCP configuration:
{
"servers": { "catalyst": { "type": "http", "url": "https://mcp.cloud.r1.diagrid.io/mcp", "headers": { "X-Catalyst-Plugin-Version": "0.8.0" }, "oauth": { "clientId": "vscode" } } } }
VS Code opens a browser for authorization on the first connection. See the VS Code MCP configuration reference.
claude.ai and Claude Desktop: in claude.ai, open Settings → Connectors → Add custom connector, enter the URL above, and under Advanced settings set the OAuth client ID to claude-web. Then Connect and sign in. Claude Desktop uses the connectors of the same account. Without the client ID, the connector tries to register itself and the sign-in fails. Custom connectors cannot set request headers, so this one sends no X-Catalyst-Plugin-Version. This route gives you the MCP tools only; the skills need a client from Install. Verified on claude.ai on 2026-10-29: the connector signed in and the chat could say who was signed in to Catalyst. Claude Desktop shares those connectors but has not been tried separately.
Anything else (Gemini CLI, Zed, Antigravity and so on): add the URL as a remote (streamable HTTP) MCP server in that client's own MCP setup and use its MCP sign-in.
The server is also listed in the official MCP Registry as io.diagrid/catalyst (search the registry), so clients with a registry-backed server gallery can find it there.
npx -y skills add diagridio/catalyst-ai --agent github-copilot --skill '*' --global --yes
Use repeated `--agent` flags if you pass more than one. The comma form (-a codex,github-copilot) is what the upstream README documents, and it prints Invalid agents:, installs nothing and exits 1 — so it fails honestly, and a step checking the exit code catches it. Re-measured on 1.5.22 and 1.5.23; an earlier version of this line claimed exit 0, which was a measurement error.
The failure that *is* silent is a missing -y where nothing can answer the prompt, which is every CI runner: it prints Done!, installs zero skills, and exits 0. Pass -y, and assert a skill count rather than an exit code.
--global writes all twelve skills to ~/.copilot/skills/. Copilot should read them in every project from there. Not yet verified: we have checked only that the installer writes that directory, not that Copilot loads skills from it. Check that Copilot sees them:
copilot skill list # expect all 12
If it shows none, run the per-project command (without --global) from the repository root.
Without --global the skills go into .agents/skills/ under the folder you ran the command in. Copilot reads project skills only at the root of the repository it is working in, so an install from a subfolder, or from a folder Copilot does not treat as that root, leaves it with no skills and no error. Don't rely on npx skills list for this — its "Agents:" line only names agents it detects as installed on your machine, so it will quietly leave out a client you haven't installed yet.
These read the shared .agents/skills/ project directory, not ~/.copilot/skills/, so install per project, from your repository's root:
npx -y skills add diagridio/catalyst-ai --agent github-copilot --skill '*' --yes
Without --global, the github-copilot target writes that shared directory.
Not yet verified: we have not checked whether VS Code Copilot Chat reads skills from ~/.copilot/skills/, from .agents/skills/ at the workspace root, or both. Until then, run the per-project command above from your workspace root, which writes .agents/skills/.
npx -y skills add diagridio/catalyst-ai --agent codex --skill '*' --yes
.agents/skills/ is Codex's project skills directory too — the installer maps codex there by design, so seeing no .codex/ created is correct rather than a failed install. Codex reads them: codex debug prompt-input renders the model-visible prompt, and all of them appear in its block with their descriptions intact, byte for byte. Codex's own guidance text says automatic skill selection is allowed by default, so you shouldn't have to name a skill — though nobody has yet confirmed that from a real session.
| skills install | skills register | a question answered | |
|---|---|---|---|
| Claude Code 2.1.241 | ✅ 4.7 s | ✅ 10/10 | ✅ right skill fires unprompted, grounded answer |
| Codex 0.149.0 | ✅ 2.0 s | ✅ 10/10, in the model-visible prompt | not yet verified |
| GitHub Copilot 1.0.80 | ✅ 2.0 s (per-project install; --global not yet re-measured) | ✅ 10/10 | not yet verified |
These were measured with the first ten skills. catalyst-app-tunnels and catalyst-agent-harness have not been re-measured on these clients yet.
If you can get Codex or Copilot to answer a Catalyst question, that is the single most useful thing you can report — with the wording you used and which skill fired. A skill that never fires looks identical to a session where nothing relevant came up, which is why this needs a human rather than an installer's exit code.
This marketplace lists a second plugin, dapr-skills: the same subjects on open-source Dapr — scaffold a new app, add Dapr to an existing one, migrate a TypeScript service onto Dapr building blocks, and review Dapr Workflow, pub/sub and durable agent code that runs on your own machine under the Dapr CLI or .NET Aspire.
claude plugin install dapr-skills@diagrid
They are built to sit side by side. Each dapr-skills skill that overlaps with one here says so in its description and points at this plugin for anything that runs on Catalyst, which is meant to keep the two from both firing on the same question. Nothing in CI checks that across repos yet, so if both plugins answer one request, please report it. The dapr-skills source is pinned to a commit in marketplace.json and moves only through a reviewed change here.
New to Catalyst? In Claude Code, type one of these to see a crash-and-recover run end to end. Each is a single line, so there's nothing to paste:
/catalyst-ai:try-workflow: a durable workflow crashes mid-run and resumes where it stopped./catalyst-ai:try-agent: the same for a durable AI agent. It defaults to LangGraph, which needs no API key. Name a framework from catalyst-quickstarts to get that one instead: /catalyst-ai:try-agent crewai.In other clients, paste the matching prompt from commands/. It's the same text. The agent prompt opens with "Use the agent framework I named in my message", so add that name to what you paste — Use crewai. on the end does it.
After that, you don't learn commands. Try:
Set up Diagrid Cat
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요