Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Audit any App Store or Google Play listing: measured ranks, keyword gaps, draft copy. Read-only.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
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You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http shipaso https://api.shipaso.com/mcp --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"shipaso": {
"url": "https://api.shipaso.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"shipaso": {
"type": "http",
"url": "https://api.shipaso.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account airowe, which owns the repo
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We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
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It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, TF Rooms
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
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**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
Only the beginning is shown; read the rest in the repo