Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
App Store & Google Play data for ASO: keywords, rankings, charts, reviews in 100+ countries.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Funciona en Claude para web, escritorio y móvil:
https://appmanai.com/api/mcpEjecuta esto en tu terminal
claude mcp add --transport http appmanai https://appmanai.com/api/mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"appmanai": {
"url": "https://appmanai.com/api/mcp"
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"appmanai": {
"type": "http",
"url": "https://appmanai.com/api/mcp"
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
ChatGPT solo se conecta a servidores en internet:
https://appmanai.com/api/mcpLos nombres de los menús pueden variar un poco según el plan y con el tiempo.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Todavía no hemos leído la lista de herramientas de este servidor; revisamos los endpoints por turnos.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con el dominio appmanai.com (el registro comprueba quién es dueño del dominio)
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; leemos la lista de herramientas cuando revisamos el endpoint
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en la nube del creador. Te conectas por internet sin instalar nada, pero lo que envías pasa por los servidores del creador.
El repo de GitHub cambió por última vez –, y la última versión (1.0.0) llegó al registro hace 37 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Fomu MCP
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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
Solo se muestra el principio; lee el resto en el repo