{"id":"d61eb884-a13d-43bc-ad26-16ee9b63ef86","shortId":"BTNJVW","kind":"mcp","title":"App Store Scraper","tagline":"Integrates with App Store and Google Play Store APIs to extract app metadata, reviews, rankings, and developer detail...","description":"Integrates with App Store and Google Play Store APIs to extract app metadata, reviews, rankings, and developer details for competitive analysis, market research, and ASO strategy development.\n\nMCP server for App Store and Google Play Store data scraping, providing AI assistants with access to app metadata, reviews, rankings, and ASO (App Store Optimization) insights through integrated scraper libraries. Built using JavaScript with the Model Context Protocol SDK, the implementation leverages app-store-scraper, google-play-scraper, and aso libraries to extract comprehensive app information including developer details, ratings, download counts, version history, and user reviews from both iOS App Store and Google Play Store. The server enables use cases like competitive app analysis, market research, review sentiment analysis, and ASO strategy development by providing programmatic access to mobile app ecosystem data that would otherwise require manual collection or expensive third-party services.","tags":["app","store","scraper","mcp","appstore"],"capabilities":["mcp","transport-stdio","open-source","pkg-npm"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/appreply-co/mcp-appstore","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.698","qualityRationale":"deterministic score 0.70 from registry signals: · indexed on pulsemcp · has source repo · 49 github stars · registry-generated description present","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:mcp:v1","enrichmentVersion":1,"enrichedAt":"2026-05-02T14:22:15.039Z","embedding":null,"createdAt":"2026-04-18T21:47:37.107Z","updatedAt":"2026-05-02T14:22:15.039Z","lastSeenAt":"2026-05-02T14:22:15.039Z","tsv":"'access':64,149 'ai':61 'analysi':42,136,141 'api':12,30 'app':1,6,15,24,33,52,66,72,93,106,122,135,152 'app-store-scrap':92 'aso':46,71,101,143 'assist':62 'built':80 'case':132 'collect':160 'competit':41,134 'comprehens':105 'context':86 'count':113 'data':58,154 'detail':21,39,110 'develop':20,38,48,109,145 'download':112 'ecosystem':153 'enabl':130 'expens':162 'extract':14,32,104 'googl':9,27,55,97,125 'google-play-scrap':96 'histori':115 'implement':90 'includ':108 'inform':107 'insight':75 'integr':4,22,77 'io':121 'javascript':82 'leverag':91 'librari':79,102 'like':133 'manual':159 'market':43,137 'mcp':49 'metadata':16,34,67 'mobil':151 'model':85 'open-source' 'optim':74 'otherwis':157 'parti':165 'pkg-npm' 'play':10,28,56,98,126 'programmat':148 'protocol':87 'provid':60,147 'rank':18,36,69 'rate':111 'requir':158 'research':44,138 'review':17,35,68,118,139 'scrape':59 'scraper':3,78,95,99 'sdk':88 'sentiment':140 'server':50,129 'servic':166 'store':2,7,11,25,29,53,57,73,94,123,127 'strategi':47,144 'third':164 'third-parti':163 'transport-stdio' 'use':81,131 'user':117 'version':114 'would':156","prices":[{"id":"fcb9fb6a-bd64-4370-b19e-1324e5ad2dfe","listingId":"d61eb884-a13d-43bc-ad26-16ee9b63ef86","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio","package_name":"mcp-appstore","package_registry":"npm"},"createdAt":"2026-04-18T21:47:37.107Z"}],"sources":[{"listingId":"d61eb884-a13d-43bc-ad26-16ee9b63ef86","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/appstore","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-18T21:47:37.107Z","lastSeenAt":"2026-05-02T14:22:15.039Z"}],"details":{"listingId":"d61eb884-a13d-43bc-ad26-16ee9b63ef86","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"App Store Scraper","github_stars":49,"package_name":"mcp-appstore","registry_url":"https://www.pulsemcp.com/servers/appstore","source_code_url":"https://github.com/appreply-co/mcp-appstore","package_registry":"npm"},"updatedAt":"2026-05-02T14:22:15.039Z"}}