Skip to main content
Glama
JiantaoFu

App Market Intelligence MCP

google-play-reviews

Retrieve user reviews for Google Play apps to analyze feedback, track ratings, and understand customer sentiment for market research and competitor analysis.

Instructions

Get reviews for a Google Play app. Returns an array of reviews with:

  • id: Review ID string

  • userName: Reviewer's name

  • userImage: Reviewer's profile image URL

  • date: Review date (ISO string)

  • score: Rating (1-5)

  • scoreText: Rating display text

  • title: Review title

  • text: Review content

  • url: Review URL

  • version: App version reviewed

  • thumbsUp: Number of thumbs up votes

  • replyDate: Developer reply date (if any)

  • replyText: Developer reply content (if any)

  • criterias: Array of rating criteria (if any)

Note: Reviews are returned in the specified language. The total review count shown in Google Play refers to ratings, not written reviews.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
appIdYesPackage name of the app (e.g., 'com.mojang.minecraftpe')
langNoLanguage code for reviews (default: en)en
countryNoCountry code (default: us)us
sortNoSort order: newest, rating, or helpfulness (default: newest)newest
numNoNumber of reviews to retrieve (default: 100). Ignored if paginate is true.
paginateNoEnable pagination with 150 reviews per page
nextPaginationTokenNoToken for fetching next page of reviews

Implementation Reference

  • The handler function that executes the tool logic: fetches Google Play app reviews using the gplay.reviews method with provided parameters, maps sort order, handles pagination, and returns a JSON-formatted response containing the reviews data and next page token.
    async ({ appId, lang, country, sort, num, paginate, nextPaginationToken }) => { const sortMap = { newest: gplay.sort.NEWEST, rating: gplay.sort.RATING, helpfulness: gplay.sort.HELPFULNESS }; const reviews = await gplay.reviews({ appId, lang, country, sort: sortMap[sort], num, paginate, nextPaginationToken }); return { content: [{ type: "text", text: JSON.stringify({ reviews: reviews.data, nextPage: reviews.nextPaginationToken }) }] }; }
  • Zod schema defining the input parameters for the tool, including appId (required), lang, country, sort order, number of reviews, pagination flag, and pagination token.
    { appId: z.string().describe("Package name of the app (e.g., 'com.mojang.minecraftpe')"), lang: z.string().default("en").describe("Language code for reviews (default: en)"), country: z.string().default("us").describe("Country code (default: us)"), sort: z.enum(["newest", "rating", "helpfulness"]).default("newest") .describe("Sort order: newest, rating, or helpfulness (default: newest)"), num: z.number().default(100).describe("Number of reviews to retrieve (default: 100). Ignored if paginate is true."), paginate: z.boolean().default(false).describe("Enable pagination with 150 reviews per page"), nextPaginationToken: z.string().optional().describe("Token for fetching next page of reviews") },
  • src/server.js:479-534 (registration)
    Registration of the 'google-play-reviews' tool via server.tool(), including the tool description, input schema, and inline handler function.
    server.tool("google-play-reviews", "Get reviews for a Google Play app. Returns an array of reviews with:\n" + "- id: Review ID string\n" + "- userName: Reviewer's name\n" + "- userImage: Reviewer's profile image URL\n" + "- date: Review date (ISO string)\n" + "- score: Rating (1-5)\n" + "- scoreText: Rating display text\n" + "- title: Review title\n" + "- text: Review content\n" + "- url: Review URL\n" + "- version: App version reviewed\n" + "- thumbsUp: Number of thumbs up votes\n" + "- replyDate: Developer reply date (if any)\n" + "- replyText: Developer reply content (if any)\n" + "- criterias: Array of rating criteria (if any)\n" + "\nNote: Reviews are returned in the specified language. The total review count\n" + "shown in Google Play refers to ratings, not written reviews.", { appId: z.string().describe("Package name of the app (e.g., 'com.mojang.minecraftpe')"), lang: z.string().default("en").describe("Language code for reviews (default: en)"), country: z.string().default("us").describe("Country code (default: us)"), sort: z.enum(["newest", "rating", "helpfulness"]).default("newest") .describe("Sort order: newest, rating, or helpfulness (default: newest)"), num: z.number().default(100).describe("Number of reviews to retrieve (default: 100). Ignored if paginate is true."), paginate: z.boolean().default(false).describe("Enable pagination with 150 reviews per page"), nextPaginationToken: z.string().optional().describe("Token for fetching next page of reviews") }, async ({ appId, lang, country, sort, num, paginate, nextPaginationToken }) => { const sortMap = { newest: gplay.sort.NEWEST, rating: gplay.sort.RATING, helpfulness: gplay.sort.HELPFULNESS }; const reviews = await gplay.reviews({ appId, lang, country, sort: sortMap[sort], num, paginate, nextPaginationToken }); return { content: [{ type: "text", text: JSON.stringify({ reviews: reviews.data, nextPage: reviews.nextPaginationToken }) }] }; } );

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/JiantaoFu/AppInsightMCP'

If you have feedback or need assistance with the MCP directory API, please join our Discord server