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)
App Store & Google Play data for ASO: keywords, rankings, charts, reviews in 100+ countries.
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。
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://appmanai.com/api/mcp在终端中运行这条命令
claude mcp add --transport http appmanai https://appmanai.com/api/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"appmanai": {
"url": "https://appmanai.com/api/mcp"
}
}
}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": {
"appmanai": {
"type": "http",
"url": "https://appmanai.com/api/mcp"
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://appmanai.com/api/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
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
注册名称已通过域名 appmanai.com 验证(注册中心会核实域名所有权)
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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
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(1.0.0)于37天前进入注册中心。
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, AvaHR
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.
Read hiring data and create inactive assessment and questionnaire drafts for human review.
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。
Keyword demand, rank history, top charts, competitors, reviews and ratings — across 100+ countries, answered inside your chat instead of a dashboard.
Ask an assistant about your app's market and it answers from training data — a snapshot of some stores, some countries, some year ago:
Your agent calls the stores. Every number in the answer came back from a live query, and the agent tells you what each call cost.
Which keywords do my three UK competitors rank top-10 for that I don't?
Profile the keyword "habit tracker" on the US App Store — is it worth chasing?
My rank for "meditation" dropped 12 places last week. Was that me, or the algorithm?
What do users actually complain about in the reviews of com.example.app?
Where in the world does "budget planner" have enough demand to justify a launch?
AppmanAi is a remote MCP server. There is nothing to download and no API key to paste — you add one URL, sign in, and the tools appear:
https://appmanai.com/api/mcp
Authentication is OAuth 2.1: your client opens a browser, you approve once, and it stores the token. New accounts get 200 free credits, no card.
Client How
Claude web · desktop · mobile
Listed in Claude's connector directory: *Customize → Connectors → Discover*, search AppmanAi, Connect, Allow. Or add it by hand as a custom connector (*Customize → Connectors → Add*) with the URL.
Claude Code
claude mcp add --transport http appmanai https://appmanai.com/api/mcp
Cursor
One-click install → · or add to mcp.json:
{ "mcpServers": { "appmanai": { "url": "https://appmanai.com/api/mcp" } } }
VS Code
One-click install → · or add to mcp.json:
{ "servers": { "appmanai": { "type": "http", "url": "https://appmanai.com/api/mcp" } } }
Codex
codex mcp add appmanai --url https://appmanai.com/api/mcp
Gemini CLI
gemini mcp add appmanai https://appmanai.com/api/mcp --transport http
Anything else
Bridge it over stdio with mcp-remote:
{ "mcpServers": { "appmanai": { "command": "npx", "args": ["-y", "mcp-remote", "https://appmanai.com/api/mcp"] } } }
What the three steps look like
1 · Find AppmanAi under Connectors → Discover
2 · Sign in and click Allow
3 · The tools answer in chat
35 read-only tools. Costs are in credits and are the real numbers the server charges — this section is generated from the live catalogue by scripts/generate-tool-table.mjs, so what is published here cannot drift from what you are billed.
Apps — 7 tools, 2–8 credits
| Tool | Credits | What it does |
|---|---|---|
app_search | 2 | Search a store for apps matching a name or phrase. Returns matching apps with their package ids — the way to resolve a name into a package id for the other tools. |
app_similar | 5 | List the apps the store itself considers similar to a given app (title, developer, icon). The quickest way to build a competitor set from one seed app. |
app_metrics_metadata | 3 | Fetch the full store listing for one app (title, developer, ratings, category, metadata) by its package id. If you only have the app name, call app_search first to resolve it. |
app_metrics_metadata_batch | 8 | Fetch store listings for a list of package ids in one call — the bulk form of app_metrics_metadata. Use it when comparing apps, instead of one call per app. |
app_metrics_ratings_worldwide | 6 | An app's current rating and per-star vote counts in every country it is listed in. Use it to see where an app is rated well or badly; app_metrics_ratings_history tracks one country over time. |
app_metrics_ratings_history | 5 | An app's average rating and star breakdown over time in one country — a dated series for charting whether a release helped or hurt. app_metrics_ratings_worldwide gives the current picture across all countries instead. |
app_reviews | 4 | Read real user reviews of an app: author, star rating, text and date. Use it to find out what users actually complain about or praise. |
Keywords by app — 7 tools, 2–12 credits
| Tool | Credits | What it does |
|---|---|---|
keyword_app_metrics_rankings | 2 | Where one app currently ranks in search results for one keyword. The direct answer to "am I ranking for this?". A rank of 0 means the app is not in the results. |
keyword_app_metrics_rankings_batch | 9 | One app's rank for a list of keywords in a single call. Use it to check a whole keyword set at once instead of calling keyword_app_metrics_rankings repeatedly. A rank of 0 means the app is not in the results. |
keyword_app_metrics_rankings_history | 6 | One app's rank for a keyword over time — the series to chart when asking whether a change helped. Pick the window with period. A rank of 0 means the app is not in the results. |
keyword_app_metrics_rankings_worldwide | 12 | One app's rank for a keyword in every country at once. Use it to find the markets where the app already ranks, before spending calls per country. A rank of 0 means the app is not in the results. |
keyword_app_suggestions | 6 | List the keywords a specific app is recommended for / ranks on in a store/country, by its package id. The direct way to answer "what keywords does this app rank for?". If you only have the app name, call app_search first to resolve it. A rank of 0 means the app is not in the results. |
keyword_app_competitors | 6 | List keywords that the competitors of one app rank for, with their popularity (SAP) and that app's own rank where it has one. Use it to find the gaps — keywords rivals own and this app does not. keyword_app_suggestions covers what the app itself already ranks for. |
keyword_app_overlap | 7 | Given a set of apps, list the keywords they compete on, each with its popularity (SAP) and every app's rank for it. Use it to compare a whole competitor set head-to-head on one keyword list; keyword_app_competitors starts from a single app instead. |
Keywords — 8 tools, 4–12 credits
| Tool | Credits | What it does |
|---|---|---|
keyword_metrics | 4 | Get the ASO profile of a keyword: search-ads popularity (SAP), difficulty, and languages. Use it to judge whether a keyword is worth targeting. |
keyword_metrics_sap | 4 | Get just the search-ads popularity (SAP, 0-100) of one keyword in a country, across both stores. The cheapest popularity check; keyword_metrics adds difficulty and languages. |
keyword_metrics_sap_batch | 9 | Get the search-ads popularity (SAP) of many keywords in one call. Use it to rank a whole keyword list by demand before profiling the promising ones. |
keyword_metrics_volatility | 8 | How much the store's ranking algorithm moved in one country over a period. High volatility means rank changes are the store's doing, not yours — check it before blaming a release. |
keyword_metrics_volatility_worldwide | 12 | Ranking-algorithm volatility for one date across every country, so you can tell a global store change from a local one. |
keyword_top_apps | 5 | List the apps that rank highest for a keyword in a store/country — the search results a user sees. Use it to find the incumbents / competitors for a keyword. |
keyword_suggestions | 5 | Expand a seed keyword into related keyword suggestions for a store/country. Use it to grow a keyword list before profiling or checking ranks. |
keyword_suggestions_worldwide | 10 | Expand a seed keyword into suggestions with their popularity (SAP), across all markets at once and without picking a store or country. The cheap first pass before narrowing down with keyword_suggestions or keyword_metrics. |
Charts and categories — 5 tools, 2–6 credits
| Tool | Credits | What it does |
|---|---|---|
category_top_apps | 5 | List the apps at the top of a category chart (top free, top grossing, top paid) in a country. Use it to see who leads a category; list_categories has the valid tags. |
app_category_rankings | 3 | List every category chart an app currently appears in, with its rank in each. The place to start when you do not already know which chart matters. |
app_category_rankings_single | 2 | An app's current position in a single category chart. Use it when you know exactly which chart you mean; app_category_rankings lists every chart the app appears in. |
app_category_rankings_history | 6 | An app's position in a category chart across past days — the series to chart when asking whether an app is climbing or sliding. |
app_category_start_rankings | 5 | For each app given, the rank it first held in a chart from a start date — the baseline to measure a campaign against. |
Generation — 2 tools, 12–15 credits
| Tool | Credits | What it does |
|---|
| generate_keywords | 12 | Generate a keyword list for an app from its own store listing, each scored with its popularity (SAP) and the app's current rank where it has one. Use it to propo
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