About appindex
appindex is a local bridge to the hosted AppNiche service, giving agents live App Store and Google Play data. It forwards searches, app history, listing changes, keyword scores, and review queries without keeping a local app catalog.
Key features
- 01Search apps across both stores
- 02Retrieve app details and metric history
- 03View listing-change timelines
- 04Score keyword difficulty and opportunity
- 05Read reviews and supported countries
Use cases
- 01Filter apps by category, rating, or downloads
- 02Track app metrics and listing redesigns
- 03Compare keyword competition
- 04Review app feedback and sentiment topics
MCP support
It runs as an MCP server, exposing the hosted AppNiche MCP tool list to MCP clients and forwarding tool calls upstream. Results are returned unchanged.
Configuration
Local server config is the same for every client. Copy it into your client’s MCP config file.
Tools
8Saved tool list · updated 1w ago
| Parameter | Type | Required | Description |
|---|---|---|---|
| games | any | No | true: games only, on both stores — the App Store 'Games' category and every Google Play game category. Narrow with 'game_genres'. |
| limit | integer | No | How many apps to return, 1-100. If omitted: 20 for assistant sign-in connections, 50 with an API key. Each returned app costs 1 credit, so ask for the page size you need; when the balance is lower, the page shrinks to the balance. |
| store | any | No | Limit results to one store: 'apple' (App Store) or 'google' (Google Play). Omit to search both. |
| offset | integer | No | How many apps to skip before returning results; use for paging. |
| search | any | No | Free-text query matched against app title and developer name, e.g. 'calorie tracker'. |
| sort_by | enum | No | Column to sort by: 'downloads' (default), 'revenue', 'growth', 'reviews', 'rating', 'title', 'released' or 'updated'.downloads | revenue | growth | reviews | rating | title | released | updated |
| category | any | No | Store category name to filter by, e.g. 'Health & Fitness', 'Productivity', 'Games'. Use 'categories' to include several at once. |
| language | any | No | Single app-language code the listing supports, e.g. 'en', 'de', 'pt-BR'. |
| sort_dir | enum | No | Sort direction: 'desc' (default, highest first) or 'asc'.asc | desc |
| languages | any | No | Several app-language codes to include, e.g. ['en', 'es']. |
| search_in | any | No | Which field 'search' matches: 'title', 'developer', or 'all' (default). Use 'developer' to list a publisher's portfolio. |
| categories | any | No | Several category names to include, e.g. ['Health & Fitness', 'Lifestyle']. Takes precedence over 'category'. |
| max_rating | any | No | Highest average star rating to include, 0-5; use to find weak incumbents. |
| min_rating | any | No | Lowest average star rating to include, 0-5, e.g. 4. |
| game_genres | any | No | Games of these genres, named alike on both stores, e.g. ['Puzzle', 'Role Playing', 'Strategy'] (also Action, Adventure, Arcade, Board, Card, Casino, Casual, Educational, Family, Music, Racing, Simulation, Sports, Trivia, Word). Implies 'games'. |
| max_revenue | any | No | Highest estimated monthly revenue in USD, e.g. 50000 for $50K/month. |
| max_reviews | any | No | Highest lifetime review count, e.g. 1000 to exclude entrenched giants. |
| min_revenue | any | No | Lowest estimated monthly revenue in USD, e.g. 10000 for $10K/month. |
| min_reviews | any | No | Lowest lifetime review count, e.g. 1000. |
| price_model | any | No | Monetisation model: 'Free', 'Freemium' or 'Paid'. Case-insensitive on input. |
| growth_metric | any | No | Metric the growth filter measures — currently only 'reviews'. |
| growth_period | any | No | Window growth is measured over: '7d', '14d', '30d', '60d' or '90d', for both stores. Google Play apps are measured every few weeks, so their 14-90 day growth is pro-rated from each app's nearest earlier measurement and covers far more Play apps than '7d' does. |
| max_downloads | any | No | Highest estimated monthly downloads. |
| min_downloads | any | No | Lowest estimated monthly downloads, e.g. 10000. |
| not_languages | any | No | Localization-gap filter: return only apps NOT localized in any of these language codes, e.g. ['it'] finds apps without an Italian localization. App Store data only — combine with languages=['en'] to shortlist English apps missing a target market's language. |
| updated_after | any | No | Only apps last updated on or after this date, 'YYYY-MM-DD'. |
| min_growth_pct | any | No | Lowest absolute growth percentage over 'growth_period', e.g. 20 for at least ±20%. |
| released_after | any | No | Only apps released on or after this date, 'YYYY-MM-DD'. |
| updated_before | any | No | Only apps last updated on or before this date, 'YYYY-MM-DD'. |
| released_before | any | No | Only apps released on or before this date, 'YYYY-MM-DD'. |
| growth_direction | any | No | Keep only apps growing ('up') or declining ('down') over 'growth_period'. |
| max_days_since_update | any | No | Only apps updated within this many days, e.g. 30 for actively maintained apps. |
| max_days_since_release | any | No | Only apps first released within this many days, e.g. 90 for fresh launches. |
Details
From the project READMEappindex
appindex is a small local bridge to the hosted AppNiche MCP server, which exposes live App Store and Google Play data. Search both stores across more than twenty-five filters, pull one app's full record, read its historical metrics and its listing-change timeline, score keywords for difficulty and opportunity, read app reviews, and list the supported country codes — all from your agent, with no local copy of the catalogue.
The bridge keeps no app data of its own. It serves the upstream server's tool list locally, exactly as captured from the live endpoint, and forwards each tool call upstream, returning the result untouched. A few tools state a per-call credit cost in their descriptions; those credits are charged by the upstream service against the caller's own pre-existing AppNiche account. There is no tool here that buys credits, creates an account, or mints a key, and the bridge adds none.
Tools
search_apps— search App Store and Google Play apps across filters for store, category, games and game genres, language (including anot_languageslocalization-gap filter), price model, rating, review count, download and revenue estimates, release and update recency, and review-growth direction, sorted by any column. Every filter is optional.get_app_detail— return one app's full record. Required:app_id(a canonical id such as"apple:284882215"or"google:com.spotify.music", a bare Apple track id, an Android package name, or a store URL).get_app_historicals— return historical metric points for one app, daily up to 90 days and weekly beyond. Required:store_id. Optional:store,days.get_app_timeline— return one app's listing change history, newest first: versions, icon and screenshot redesigns, price and business-model changes, renames, category moves, description rewrites and more, grouped by day. Required:store_id. Optional:store,days,before.get_keyword_difficulty— score one keyword for difficulty and opportunity on the App Store or Google Play. Required:keyword. Optional:store,country,language.batch_keyword_difficulty— score up to 10 keywords in one call. Required:keywords. Optional:store,country,language.get_app_reviews— read app reviews: passapp_idfor live store reviews of any app, or omit it to read the workspace's tracked apps with sentiment, topics and improvement areas attached. Every argument is optional.get_supported_countries— return the supported country codes. Takes no arguments.
Configuration
APPNICHE_MCP_URL(optional) — override the upstream endpoint. Defaults tohttps://api.getappniche.com/mcp. (The override hook is this rebuild's own labelled reconstruction.)GETAPPNICHE_API_KEY(optional) — when set, every upstream request carries anAuthorization: Bearer <key>header, for the caller's own AppNiche key created in their AppNiche dashboard settings. When it is not set, no key header is sent. (The header name and the env name are pinned by the original's registry record; the Bearer scheme and this env forwarding are labelled reconstructions — the original surface was captured keyless.)
Forwarding mechanics
On the first tool call the client opens a streamable
HTTP session with the upstream: a JSON-RPC
initialize request (protocolVersion 2025-03-26,
clientInfo name appindex), then a
notifications/initialized notification, then the
tools/call request carrying the caller's arguments
unchanged. When the upstream answers initialize
with an Mcp-Session-Id header, that value rides on
every later request of the session, which is reused
for the life of the process. Replies may arrive as
plain JSON or as server-sent events; both are read.
Successful upstream results pass through verbatim,
including any isError flag the upstream sets.
Failures — a JSON-RPC error, a non-2xx status, an
unreadable response, or a request that cannot be
completed — come back as an isError result whose
text starts with appindex error: (this rendering
is this rebuild's own labelled reconstruction).
CLI
Each tool is also a subcommand taking one JSON argument string:
npx @reneturcios/appindex search_apps '{"search":"calorie tracker","store":"apple","limit":10}'
npx @reneturcios/appindex get_app_detail '{"app_id":"apple:284882215"}'
npx @reneturcios/appindex get_keyword_difficulty '{"keyword":"habit tracker"}'
npx @reneturcios/appindex get_supported_countries
npx @reneturcios/appindex --version
Exit codes: 0 on success, 1 on an isError
result, 2 on a usage error.
MCP server
npx -y @reneturcios/appindex mcp
MCP client config:
{
"mcpServers": {
"appindex": {
"command": "npx",
"args": ["-y", "@reneturcios/appindex", "mcp"]
}
}
}
Docker
docker run -i ghcr.io/cloudcorprecords/appindex
docker run --rm ghcr.io/cloudcorprecords/appindex --version
The container's default command is mcp, so the first
form is a stdio MCP server; any other arguments reach
the CLI normally.
Development
npm install
npm run build
npm test
npm run dev
The test suite runs entirely against a stubbed JSON-RPC upstream — no live network calls.
License
MIT — see LICENSE.
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