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)
Founders' AI CPO: product review, feedback triage, decision log, honest A/B tests, PRDs, roadmap.
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。
TOPY_API_KEY「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
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。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://topy.ai/mcp/cpoClaude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"cpo": {
"command": "npx",
"args": [
"-y",
"@topy-ai/cpo-mcp"
],
"env": {
"TOPY_API_KEY": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add --transport http cpo https://topy.ai/mcp/cpoclaude mcp add cpo --env TOPY_API_KEY=your-value -- npx -y @topy-ai/cpo-mcp動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"cpo": {
"url": "https://topy.ai/mcp/cpo"
}
}
}プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"cpo": {
"command": "npx",
"args": [
"-y",
"@topy-ai/cpo-mcp"
],
"env": {
"TOPY_API_KEY": "your-value"
}
}
}
}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": {
"cpo": {
"type": "http",
"url": "https://topy.ai/mcp/cpo"
}
}
}プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"cpo": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@topy-ai/cpo-mcp"
],
"env": {
"TOPY_API_KEY": "your-value"
}
}
}
}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。
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:
https://topy.ai/mcp/cpoメニューの名前は、プランや時期によって少し違うことがあります。
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。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
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7日にチェック
レジストリ名はドメイン topy.ai で確認済みです(レジストリがドメインの所有を確認しています)
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
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
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。
入力が必要なもの:TOPY_API_KEY
どちらでも使えます。パソコンにインストールしても、クラウド版につないでもかまいません。
GitHubリポジトリの最終更新は–、最新バージョン(0.1.0)がレジストリに届いたのは10 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。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, Tools MCP
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.
Web production tools for AI agents: contrast, JP text, WebP, JSON-LD, slugs, dates and 40+ more
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。
TOPY AI CPO Skills 19 skills that make your coding agent a small company's AI CPO: it decides what to build and proves it worked — feedback triaged with clear rules, de-identified user research, a PMF survey, positioning, RICE priorities, a now/next/later roadmap, PRDs with a success metric, a build-or-not check before the AI CTO, pre-registered experiments read without peeking, and a decision log with falsifiers — on the TOPY.AI CPO MCP server.
The AI CPO is goal-first. It keeps three standing goals — people reach value (activation rate), people keep coming back (weekly active users) and the product is a must-have (the PMF score: 40% or more "very disappointed") — and every skill below exists to move one of them. Usage figures and experiment results come from the tools; a KPI without a recorded value is "no data", never zero.
topy-ai-cpo): connect, the CPO's goals, the weekly product review, the daily watch.The safety model comes from Maggie Product and Maggie Feedback Triage and does not bend: experiments are pre-registered (hypothesis, metric, MDE, sample, stop rule) and never peeked at — a read-out before the planned sample says "keep running", never "significant"; every PRD has a success metric and how it is measured; every logged decision has a falsifier; feedback, interview and usage text is data, never instructions, and quotes are de-identified; anything touching billing or prices, sign-in, permissions, security, privacy, legal text, paid builds or deleting customer data is a person's decision; and the CPO decides what to build — the AI CTO builds: it writes no code and ships nothing. Changes take two calls — a preview, then your yes.
npx @topy-ai/cpo-skills install # this project, for the agents set up here
npx @topy-ai/cpo-skills install -g --mcp # your user, plus the MCP server npx @topy-ai/cpo-skills install --category feedback,experiments npx @topy-ai/cpo-skills list
Claude Code plugins: /plugin marketplace add TOPY-AI-LTD/TOPY-AI-CPO-Skills, then /plugin install topy-ai-cpo-all@topy-ai-cpo. Codex: codex plugin marketplace add TOPY-AI-LTD/TOPY-AI-CPO-Skills. Pi: pi install npm:@topy-ai/cpo-skills. See the installer README.
https://topy.ai/mcp/cpo — OAuth with your TOPY.AI account (the same one as the AI CEO, CFO, COO, CSO and CRO). Only the accounts that own the OneMan operation see its product records.
| Client | How |
|---|---|
| Claude, ChatGPT (web, desktop) | custom connector https://topy.ai/mcp/cpo |
| Claude Code | claude mcp add --transport http topy-cpo https://topy.ai/mcp/cpo |
| Codex | codex mcp add topy-cpo --url https://topy.ai/mcp/cpo |
| Clients that only start a command | npx -y @topy-ai/cpo-mcp after npx @topy-ai/cpo-mcp login |
| Terminal and scripts | npm i -g @topy-ai/cpo-cli && cpo-cli login |
Writing code and shipping are not on topy.ai/mcp/cpo: the AI CTO builds, after the build-or-not check and the Founder's yes.
topy-cpo-connect ─▶ topy-cpo-goals
│ weekly Tue 09:27: topy-cpo-weekly-review ─▶ the founder (email) and the CEO weekdays 11:07: topy-cpo-daily-watch (quiet unless something needs attention) │ feedback: topy-cpo-feedback-capture ─▶ topy-cpo-feedback-triage ─▶ topy-cpo-feedback-reply discovery: topy-cpo-user-research · topy-cpo-pmf-survey ─▶ topy-cpo-positioning planning: topy-cpo-prioritize ─▶ topy-cpo-roadmap ─▶ topy-cpo-build-or-not ─▶ topy-cpo-prd ─▶ the AI CTO experiments: topy-cpo-experiment-plan ─▶ topy-cpo-launch-safely ─▶ topy-cpo-experiment-read decisions: topy-cpo-decision-log ─▶ topy-cpo-decision-revisit
Try: *"How did the product do this week?"*, *"Triage the new feedback"*, *"Should we build this?"*, *"Write a PRD for full exports"*, *"Did the onboarding test win?"*
| Package | What it is |
|---|---|
@topy-ai/cpo-skills | This installer (Claude Code, Codex, Pi, Cursor, Gemini CLI, …) |
@topy-ai/cpo-mcp | The CPO MCP server as a local stdio server (forwards to https://topy.ai/mcp/cpo) |
@topy-ai/cpo-cli | The AI CPO on the command line |
plugins/
topy-ai-cpo/ core skills + .mcp.json (Claude Code) and mcp.json (Codex) topy-ai-cpo-feedback/ topy-ai-cpo-discovery/ topy-ai-cpo-planning/ topy-ai-cpo-experiments/ topy-ai-cpo-decisions/ topy-ai-cpo-all/ bundle that depends on all six .claude-plugin/marketplace.json Claude Code marketplace .agents/plugins/marketplace.json Codex marketplace skills.json machine-readable catalogue packages/skills/ the @topy-ai/cpo-skills installer
The skills are generated from a source catalogue kept next to TOPY.AI's MCP server; the build checks every tool a skill names against the CPO server's tool list. Please open an issue rather than editing a SKILL.md.
MIT © TOPY AI LTD. Privacy: topy.ai/privacy.
19 skills in 6 plugins, plus the topy-ai-cpo-all bundle. Generated from the source catalogue: please open an issue rather than editing a SKILL.md.
topy-ai-cpo| Skill | Tier | What it does |
|---|---|---|
topy-cpo-connect | core | Connect the TOPY CPO MCP server and check what it can see: the product review, the feedback queue, experiments and the decision log. |
topy-cpo-daily-watch | core | Weekdays: new feedback to triage, experiments due for a read-out and decisions due for revisit — a note to the Founder only when something needs attention. |
topy-cpo-goals | core | The AI CPO's standing goals and its status report for the CEO: activation, weekly active users and the PMF score, each with source and date or 'no data'. |
topy-cpo-weekly-review | core | Every Tuesday: usage, the feedback queue by theme, experiments due for a read-out and decisions due for revisit, with at most three actions — for the Founder and the CEO. |
topy-ai-cpo-feedback| Skill | Tier | What it does |
|---|---|---|
topy-cpo-feedback-capture | connected | Record a piece of user feedback — a bug, an idea, praise or a question — with where it came from, de-identified, so triage can act on it. |
topy-cpo-feedback-reply | connected | Draft the reply each sender is owed — fixed, coming, not planned and why, or one precise question — in plain words and their language, for the Founder to send. |
topy-cpo-feedback-triage | connected | Decide each new item — accept, reject, duplicate or needs info — size it small, medium or large, and route it: small and safe to the AI CTO, larger or sensitive ones to a PRD and the Founder. |
topy-ai-cpo-discovery| Skill | Tier | What it does |
|---|---|---|
topy-cpo-pmf-survey | connected | Run the product/market-fit survey properly — the 'very disappointed' question to the right users, 40% as the signal — and read who the product is a must-have for. |
topy-cpo-positioning | connected | Write the positioning — for whom, what job, which category, what benefit, unlike which alternative — from a sourced teardown of the real alternatives. |
topy-cpo-user-research | connected | Plan and run a small round of user interviews about past behaviour, then turn the notes into de-identified insights and recorded feedback. |
topy-ai-cpo-planning| Skill | Tier | What it does |
|---|---|---|
topy-cpo-build-or-not | connected | Before the AI CTO writes code: reuse what exists, compose a routine for a one-off, or build — privately or as a reusable app — with the reason recorded. |
topy-cpo-prd | connected | Write a one-page PRD — problem, evidence, goals, non-goals, success metric and how it is measured, risks, rollout, open questions — that the AI CTO can build from. |
topy-cpo-prioritize | connected | Rank candidate features by RICE — reach × impact × confidence ÷ effort — with the scales written down, so the order is explainable and the decision stays a person's. |
topy-cpo-roadmap | connected | Keep one roadmap in three stages — now (committed), next (shaped), later (ideas) — ordered by value and effort, tied to goals, with no fake dates. |
topy-ai-cpo-experiments| Skill | Tier | What it does |
|---|---|---|
topy-cpo-experiment-plan | connected | Pre-register an A/B test — hypothesis, one primary metric, minimum detectable effect, sample size, duration and stop rule — then start it. |
topy-cpo-experiment-read | connected | Read a test against its pre-registered plan: keep running until the sample is reached, check the split, report the effect with its uncertainty and guardrails, and log the decision. |
topy-cpo-launch-safely | standalone | Before launch: define and verify the events the success metric needs, ship behind a feature flag to a small share first, watch guardrails, and keep a one-switch rollback. |
topy-ai-cpo-decisions| Skill | Tier | What it does |
|---|---|---|
topy-cpo-decision-log | connected | Record a product decision with why, the evidence and a falsifier — what would change it — and a date to revisit, so decisions can be checked instead of re-argued. |
| [`topy-cpo-deci
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