Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Local Sapiom developer MCP for authoring, testing, deploying, and inspecting agents.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"sapiom": {
"command": "npx",
"args": [
"-y",
"@sapiom/mcp"
]
}
}
}ターミナルでこれを実行します
claude mcp add sapiom -- npx -y @sapiom/mcpプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"sapiom": {
"command": "npx",
"args": [
"-y",
"@sapiom/mcp"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"sapiom": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@sapiom/mcp"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月6日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント sapiom で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.20.0)がレジストリに届いたのは27 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, LickityClick
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
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.
Create, edit and track LickityClick short links, campaigns and click stats from your AI assistant.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
The local developer MCP server for Sapiom. It runs on your machine over stdio under the server name sapiom-dev. Today it gives a coding agent the tools to scaffold, test, deploy, and inspect Sapiom agents, and to put a web app behind a live sandbox URL or a durable App Link; the namespace leaves room for other developer tooling later.
Not the capability surface. This is _not_ the remote "Sapiom" MCP (the
hosted connector with
sapiom_sandbox_*, scrape, search, … capability tools).
sapiom-devexposes no direct capability tools. Its local check and Local
Run path uses stubbed capabilities without Sapiom capability spend; deploys,
cloud builds, production runs, signals, and schedules operate Sapiom cloud
state and may be metered. See
the two Sapiom MCP servers for which to use when.
No global install — run it on demand with npx:
{
"mcpServers": { "sapiom-dev": { "command": "npx", "args": ["-y", "@sapiom/mcp"], }, }, }
In Claude Code:
claude mcp add sapiom -- npx -y @sapiom/mcp
The server targets the production environment by default. Override it with the SAPIOM_ENVIRONMENT environment variable:
{
"mcpServers": { "sapiom-dev": { "command": "npx", "args": ["-y", "@sapiom/mcp"], "env": { "SAPIOM_ENVIRONMENT": "staging" }, }, }, }
production (alias prod) → app.sapiom.ai / api.sapiom.ai — the default.staging (alias dev) → app.sapiom.dev / api.sapiom.dev.Both resolve from built-in presets, so no config file is required. A custom target can be defined in ~/.sapiom/credentials.json (the server prints the expected shape if it encounters an unknown environment name).
The API key only travels over https://, or plain http:// to a loopback host (localhost, *.localhost, 127.0.0.1, [::1]). A custom target on any other http:// host is refused before the request is sent. On a trusted private network, set SAPIOM_ALLOW_INSECURE_HTTP=1 in the server's env.
The first networked call (link, deploy, run, inspect, signal) needs a Sapiom API key. Run `sapiom_authenticate` and the server opens a browser login flow, then caches the resulting key per environment in ~/.sapiom/credentials.json. After that, tools work without re-authenticating. sapiom_status reports who you're authenticated as; sapiom_logout clears the cached credentials.
The local authoring tools (scaffold, check, run_local) need no Sapiom authentication. scaffold may query npm for current dependency versions; check imports the definition; and run_local executes the author's ordinary local code. Only ctx.sapiom.* calls are replaced by stubs, so direct network, filesystem, environment, and process effects in author code remain real.
| Tool | Network | What it does |
|---|---|---|
sapiom_authenticate | browser | Log in and cache an API key for the current environment |
sapiom_status | — | Report authentication status |
sapiom_logout | — | Clear cached credentials |
sapiom_send_feedback | ✓ | Relay the user's product feedback to the Sapiom team |
sapiom_dev_agents_scaffold | npm optional | Create a new agent project; may query npm for current dependency versions |
sapiom_dev_agents_check | author code only | Typecheck, import, bundle, and validate the definition and step graph |
sapiom_dev_agents_run_local | author code only | Run locally with ctx.sapiom.* calls stubbed (no Sapiom capability spend) |
sapiom_dev_agents_link | ✓ | Resolve/create the hosted orchestration and cache its id |
sapiom_dev_agents_clone | ✓ | Fork a gallery template (or re-clone a fork) into a local project |
sapiom_dev_agents_deploy | ✓ | Bundle current local source, build in the cloud, and wait |
sapiom_dev_agents_run | ✓ | Start a real cloud execution |
sapiom_dev_agents_inspect | ✓ | Inspect an execution or build (optionally waiting for it) |
sapiom_dev_agents_signal | ✓ | Resume a paused execution by delivering a signal |
sapiom_dev_agents_emit_event | ✓ | Emit a custom event; starts a run per active event trigger on that type (0..N) |
sapiom_dev_agents_schedule | ✓ | Create a trigger: cron, one-off, event (eventType), or webhook (URL + secret) |
sapiom_dev_agents_schedule_inspect | ✓ | Inspect one trigger (with fire history) or list an agent's triggers |
sapiom_dev_agents_schedule_cancel | ✓ | Cancel a trigger of any kind (stops all future fires) |
sapiom_dev_agents_schedule_secret | ✓ | Rotate, complete-rotate, or revoke a webhook trigger's signing secret |
sapiom_dev_agents_cron_preview | ✓ | Validate a cron expression and preview its next occurrences |
sapiom_dev_sandbox_configure | — | Write a validated type: "sandbox" preview resource into sapiom.json |
sapiom_dev_sandbox_check | — | Validate the project's sandbox resources without deploying |
sapiom_dev_sandbox_preview | ✓ | Deploy the app to a sandbox for a live URL that expires with its ttl |
sapiom_dev_app_publish | ✓ | Publish the same app to a durable App Link (apps.sapiom.ai/{org}/{slug}) |
sapiom_dev_app_list | ✓ | List the org's App Links: URL, visibility, webhooks, spend cap, wake state |
sapiom_dev_app_settings | ✓ | Change a link's webhooksEnabled, visibility, spend cap, wake rate limit |
sapiom_dev_app_delete | ✓ | Delete a link (URL stops resolving, slug freed); confirm: true required |
sapiom_dev_map | optional | The agent map: systems, agents, steps and the code-proven edges between them |
A typical loop: scaffold → write step code → run_local until green → link → deploy → run → inspect.
For a web app rather than an agent: sandbox_configure → sandbox_preview while iterating (a throwaway URL that dies with the sandbox) → app_publish once the link needs to be permanent or shared. app_publish reads the same sapiom.json sandbox resource, uploads the source as a stored text-only bundle (≤ 10 MiB), and returns a durable https://apps.sapiom.ai/{org}/{slug} URL that wakes the app on demand — republishing the same slug updates it in place. See the sapiom-sandbox-preview skill for the routing rules.
Once a link exists, app_list, app_settings and app_delete manage it without leaving the terminal. Webhooks are off by default: app_settings { slug, webhooksEnabled: true } turns them on, after which third parties POST to https://apps.sapiom.ai/{org}/{slug}/hook/ (the /hook prefix is stripped and the body forwarded byte-exact, so Slack/Stripe/GitHub signature checks run inside the app). These settings need the org.write permission — publish authority alone is not enough — and a refusal comes back as a message naming the permission and the fields, for the agent to relay rather than retry.
sapiom_dev_map returns the map Agent Studio draws, computed from code on every call; nothing about agents or edges is stored. Pass a project folder (root, default the working directory) and optionally a git ref (HEAD, a branch, a commit) to draw that version:
{ "root": "~/agents/support-desk", "ref": "HEAD" }
The scan finds every folder with a sapiom.json or a defineAgent and reads:
agents.run / agents.launch (launch), schedules.create on another agent (timer), and events.emit matched to the agents an event type triggers (event). A target counts when the code makes it knowable: a literal, a const (local or imported), every value of a const map indexed at run time, a zod .default() on the input field the call reads, or a process.env key set in sapiom.json. Anything else is listed under unresolved.shared list. Name a system in a committed .sapiom/map.json: { "systems": [{ "agent": "intake", "name": "Support desk" }] }.agents check (needs the agent's dependencies installed).fleet.json's declared triggers. Signed out, platform says so and the map still draws.ref (from HEAD when drawing the working copy).To map agents you describe yourself, without scanning, pass agents:
{
"agents": [ { "slug": "intake", "emits": [{ "eventType": "ticket.opened" }] }, { "slug": "triage", "triggers": [{ "kind": "event", "eventType": "ticket.opened" }], "calls": [{ "to": "notify", "kind": "launch" }] }, { "slug": "notify", "resources": ["connector:slack"] } ] }
Each agent takes slug and optionally path, description, deployed, steps ({ entry, steps: [{ id }], transitions: [{ from, to, kind }] }), calls ({ to, kind: "launch" | "signal" | "timer", evidence? }), emits, triggers and resources. The same systems rule applies.
Labels. Signed in, the tool asks Jev (jev-1.13.0, one batched decisions.evaluate call) for each described agent's role (intake, worker, orchestrator, reporter, monitor or utility) and for the label of each launch or event edge (hands work to, feeds data to or monitors). A label appears only when its probability p is at least 0.8. Answers are cached in /.sapiom/cache/map-labels.json (ignored by git from inside the folder; in memory for a described map), keyed by a hash of the question's facts, so an unchanged agent is never re-asked and its label never flips. In a scanned project, when an agent changes, the label it showed stays unless the new answer differs and clears 0.8. Signed out, with platform: false, or when Jev fails or takes over 5 s, the map comes back with labels: "unavailable" and is otherwise the same.
Agents authored here call Sapiom capabilities — sandboxes, repositories, coding agents, search, storage, content generation — through @sapiom/tools (ctx.sapiom.*). run_local resolves those calls from stubs; deploy and production run cross into authenticated cloud operations and can be metered. This MCP never grows a per-capability tool of its own — capabilities live in @sapiom/tools and the remote sapiom MCP. See the positioning doc for the full policy.
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