Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Audit any App Store or Google Play listing: measured ranks, keyword gaps, draft copy. Read-only.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http shipaso https://api.shipaso.com/mcp --header 'Authorization: your-value'运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"shipaso": {
"url": "https://api.shipaso.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"shipaso": {
"type": "http",
"url": "https://api.shipaso.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 HTTP header这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 airowe 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:Authorization
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.1.0)于2个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Python MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间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.
Local-only Python MCP server for the Files.com API.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
**The reason → execute ASO loop for App Store *and* Google Play.**
The product is ShipASO; the codebase, this repo, and the Cloudflare
services are named
store-ops.
Every other AI ASO tool does one half. Advisory tools (and most "AI ASO agents") *reason* about your listing then stop at the copy-paste boundary — and they depend on a paid data API. Deploy CLIs (Fastlane, raw APIs) *execute* but have no ASO brain. ShipASO does both, on both stores, with no paid data dependency.
The open lane: Google Play. There is no public tool that operationally
optimizes a Google Play Console listing end-to-end. ShipASO does iOS *and*
Android.
The loop runs in your editor, on your machine, with your credentials. The 33 skills are plain Markdown runbooks over plain CLI tools, and the engine is standard-library Python — so nothing here is tied to one vendor.
Any agent (Codex, Cursor, Copilot, Gemini, Amp, Aider…):
git clone https://github.com/airowe/store-ops && cd store-ops
Then point your agent at `AGENTS.md` — most read it automatically. That file is the front door: the skills index, the credential rules, and how to run the engine. Cursor, Copilot, and Gemini also get a pointer file that redirects there.
Claude Code additionally has a plugin installer:
/plugin marketplace add airowe/store-ops
/plugin install store-ops@store-ops
Either way, audit any listing — read-only, no credentials, no keys:
python3 lib/aso_rank_check.py --bundle com.burbn.instagram "photo,stories,reels"
You get a per-field ASO score of your live listing and the exact next skill to run for each gap. → Full walkthrough + what you'll see: https://shipaso.com/install
No clone, no key, no account:
claude mcp add shipaso --transport http https://api.shipaso.com/mcp
Your agent immediately gets preview_app — a real, measured teaser of any App Store app (audit grade, lead organic rank, how many keywords crack the top 10) — and proof, the aggregate rank-win record. The other ten tools (listing audit, keyword gaps, rank check, screenshot scoring, competitor watch, war room, localization gaps, draft copy, and the two Google Play audits) unlock with a free shipaso_ key from app.shipaso.com → Settings → Agent access; re-add the server with --header "Authorization: Bearer ". MCP is vendor-neutral, so Cursor and any other MCP client work the same way. Every tool is read or draft; nothing pushes to a live store. Details: skills/shipaso-mcp/SKILL.md.
ShipASO comes in two forms — run it yourself, or let the hosted agent run it for you:
| Path | What |
|---|---|
| `skills/` + `lib/` | The free OSS agent plugin — 33 skills + the engine (Python, 200 tests). Runs in any coding agent; Claude Code also has a one-command installer. |
| `cloud/` | The hosted autonomous agent — a Cloudflare app (Workers + D1 + Cron + Pages) that runs the loop on a schedule and surfaces decisions for approval. Engine ported to TypeScript (2,160 tests). See cloud/README.md + cloud/DEPLOY.md. |
| `commercial/`, `docs/` | The offer, the launch posts, the landing page. |
The plugin is the funnel (discover the agent by running it); the hosted app is the product (it keeps working while you build). Same engine, two surfaces.
Run it yourself, or let it run itself:
audit → research keywords → optimize to char limits → push → verify rank
(asc/gplay) (no paid API) (ready copy + commands) (you approve) (free, over time)
The full loop, not half of it. The data tools (Astro, AppTweak, Sensor Tower) stop at "here's what to do" and leave you in the App Store Connect form. ShipASO *picks the keywords, writes the metadata, hands you the push, and then verifies the rank actually moved* — the only piece that closes the loop and the one nobody else ships.
/store-ops myapp # full chain, both stores
/store-ops myapp --store playstore # Google Play only /store-ops myapp --audit-only # just score the live listing
The verify/watch half runs on the free public iTunes API — try it on any live app right now:
# organic App Store rank for some keywords (any app's bundle id)
python3 lib/aso_rank_check.py \ --bundle com.burbn.instagram "photo,stories,reels"
python3 lib/aso_screenshot_score.py \ --app instagram --bundle com.burbn.instagram
python3 lib/aso_locale.py --locale de-DE
Run the test suites (standard-library only — no network, no keys):
python3 lib/run_tests.py
Reasoning (the IP):
| Skill | Does |
|---|---|
aso-audit | Score a live iOS/Android listing field-by-field vs ASO best practice. Read-only. |
issue-verify | Check open issues against the source before working them — catches stale "this is missing" claims. |
aso-teardown | Write a publishable long-form teardown of any app from public measured data. Never estimates revenue. |
aso-keyword-research | Rank keywords from store autocomplete + competitor scrape + synonyms. No paid data API. |
aso-metadata-optimization | Generate final copy at exact char limits + emit the push commands. Never auto-ships. |
aso-rank-check | Read your organic App Store rank per keyword and log it over time — did the change land? Free public iTunes API, no key. |
store-ops | Router for the full chain. |
More reasoning — audit, risk, and research:
| Skill | Does |
|---|---|
aso-context | Scaffold the per-app context.md every other ASO skill reads. Start here. |
aso-review-mine | Mine your own reviews for the words real users use to describe the app. |
aso-offstore-mine | Mine "best apps" articles + YouTube for off-store discovery language. |
aso-localize-research | Keyword + rank research per market (de-DE, ja-JP, es-MX…) instead of US-only. |
aso-competitor-watch | Track competitors' listing changes over time — name, subtitle, price, rating. |
aso-screenshot-score | Score a live screenshot set — count, device/aspect coverage, first-two story. |
aso-review-risk | Flag copy that gets apps rejected — unverifiable claims, "#1", competitor names. |
aso-rejection-assistant | Turn a rejection into a plan against the guideline the reviewer actually cited. |
aso-ppo-treatment | Design a free screenshot A/B test (Product Page Optimization). |
aso-rank-monitor | Run a keyword set on a cadence so you get deltas, not one snapshot. |
Execution — App Store Connect (via the `asc` CLI):
| Skill | Does |
|---|---|
asc-metadata-write-lane | Create the editable version, attach the build, push the copy — stops before submit. |
asc-screenshot-write-lane | Put an approved run's screenshot strip on the editable version through ShipASO — ids resolved, per-shot ledger, stops before submit. |
asc-metadata-sync | Sync + validate metadata; migrate the legacy metadata format. |
asc-localize-metadata | Translate and sync metadata across locales. |
asc-submission-health | Preflight a submission, submit a build, monitor review status. |
asc-id-resolver | Resolve app / build / version / group IDs from human-friendly names. |
asc-ppp-pricing | Per-territory pricing by purchasing power. |
asc-shots-pipeline | iOS screenshot capture via xcodebuild / simctl / AXe. |
aso-goldie-config | Emit a goldie.config.ts from a run — audit-ordered scenes with headlines from the proposed copy, rendered on your own Mac. |
Execution — Google Play (via the `gplay` CLI):
| Skill | Does |
|---|---|
gplay-metadata-sync | Listing sync, including Fastlane format. |
gplay-review-management | Review monitoring, filtering, and responses. |
gplay-rollout-management | Staged rollout orchestration and monitoring. |
gplay-vitals-monitoring | Crashes, ANRs, performance, errors. |
gplay-screenshot-automation | Android capture across devices/locales via adb + Espresso. |
gplay-ppp-pricing | Region-specific pricing. |
Hosted:
| Skill | Does |
|---|---|
shipaso-mcp | Point your agent at the hosted ShipASO MCP server and drive the loop over it. |
Every asc-* / gplay-* skill that writes asks which API key to use before it does — asc resolves credentials from a default profile, and with more than one registered a push through the wrong one succeeds against the wrong account.
--app + a context.md. No hardcoded apps, no secrets in the plugin.asc and gplay CLIs installed + authed with your own developer credentials./plugin marketplace add airowe/store-ops
/plugin install store-ops@store-ops
The plugin is free and MIT-licensed, forever. Everything above — the full audit → research → optimize → push → verify loop, both stores, all 33 skills — runs locally with your own credentials at no cost. Use it, fork it, ship apps with it. That's the whole product for anyone who's comfortable in a terminal.
The line for the hosted tier is *convenience, never capability*. The free plugin is complete; the paid tier sells you out of the setup pain and the remembering. The hosted agent is live now at https://app.shipaso.com — connect an app and watch the loop run on a schedule.
| Free (this plugin) | Hosted agent | |
|---|---|---|
| The 33 skills + full loop | ✅ all of it | ✅ same engine |
| Real volume data | BYO Apple/Google keys | guided setup |
| Rank tracking | run aso-rank-check by hand | scheduled weekly + history + delta alerts |
| Standing autonomy (weekly cron) | ❌ you re-run it | ✅ Indie / Startup / Scale |
| Apps | unlimited (it's local) | 1 (Free) · 3 (Indie) · 10 (Startup) · 50 (Scale) |
| Approval gate | you run the push | enforced in code — commands withheld until you approve |
The tiers:
| Tier | Price | What you get |
|---|---|---|
| Free | $0 | Run the agent yourself in any coding agent. The whole loop, your machine. 1 connected app, manual runs only. |
| Indie | $6.99/month | The weekly autonomous sweep, up to 3 apps. It proposes, you approve, it ships. |
| Startup | $19.99/month | The weekly sweep acros
只显示了开头部分;其余内容请在仓库中阅读