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appreply-co

mcp-appstore

by appreply-co

get_similar_apps

Find apps similar to a specified app by providing its ID and platform, with options to customize results by region, language, and quantity.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
appIdYesThe unique identifier for the app (Android package name, iOS numeric ID or bundle ID).
platformYesThe platform of the app ('ios' or 'android').
countryNoTwo-letter country code for the App Store/Play Store region. Default 'us'.us
langNoLanguage code for the results. Default 'en'.en
numNoNumber of similar apps to return (default 20).

Implementation Reference

  • The handler function that implements the core logic of the 'get_similar_apps' tool. It fetches similar apps from either Google Play Store (using google-play-scraper.similar) or Apple App Store (using app-store-scraper.similar), normalizes the results, limits to the requested number, and returns structured JSON.
    async ({ appId, platform, country, lang, num }) => {
      try {
        let similarApps = [];
        
        if (platform === "android") {
          // Get similar apps from Google Play Store
          const apps = await memoizedGplay.similar({
            appId,
            country,
            lang
          });
          
          // Limit results to num
          similarApps = apps.slice(0, num).map(app => ({
            id: app.appId,
            appId: app.appId,
            title: app.title,
            summary: app.summary || "",
            developer: app.developer,
            developerId: app.developerId,
            icon: app.icon,
            score: app.score,
            scoreText: app.scoreText,
            price: app.price,
            free: app.free,
            currency: app.currency || "USD",
            platform: "android",
            url: app.url
          }));
        } else {
          // For iOS, we need to check if appId is a numeric ID or bundle ID
          const isNumericId = /^\d+$/.test(appId);
          
          // Get similar apps from Apple App Store
          let iosParams = {};
          
          if (isNumericId) {
            iosParams = {
              id: appId,
              country
            };
          } else {
            iosParams = {
              appId,
              country
            };
          }
          
          const apps = await memoizedAppStore.similar(iosParams);
          
          // Limit results to num
          similarApps = apps.slice(0, num).map(app => ({
            id: app.id.toString(),
            appId: app.appId,
            title: app.title,
            summary: app.description || "",
            developer: app.developer,
            developerId: app.developerId,
            icon: app.icon,
            score: app.score,
            price: app.price,
            free: app.free === true,
            currency: app.currency,
            platform: "ios",
            url: app.url
          }));
        }
        
        return {
          content: [{ 
            type: "text", 
            text: JSON.stringify({
              appId,
              platform,
              count: similarApps.length,
              similarApps
            }, null, 2)
          }]
        };
      } catch (error) {
        return {
          content: [{ 
            type: "text", 
            text: JSON.stringify({
              error: error.message,
              appId,
              platform
            }, null, 2)
          }],
          isError: true
        };
      }
    }
  • Zod input schema validation for the 'get_similar_apps' tool, defining parameters like appId (required), platform (ios/android), optional country, lang, and num results.
    {
      appId: z.string().describe("The unique identifier for the app (Android package name, iOS numeric ID or bundle ID)."),
      platform: z.enum(["ios", "android"]).describe("The platform of the app ('ios' or 'android')."),
      country: z.string().length(2).optional().default("us").describe("Two-letter country code for the App Store/Play Store region. Default 'us'."),
      lang: z.string().optional().default("en").describe("Language code for the results. Default 'en'."),
      num: z.number().optional().default(20).describe("Number of similar apps to return (default 20).")
    },
  • server.js:1512-1614 (registration)
    The registration of the 'get_similar_apps' tool on the MCP server using server.tool(name, inputSchema, handlerFn). This binds the tool name to its schema and implementation.
    server.tool(
      "get_similar_apps",
      {
        appId: z.string().describe("The unique identifier for the app (Android package name, iOS numeric ID or bundle ID)."),
        platform: z.enum(["ios", "android"]).describe("The platform of the app ('ios' or 'android')."),
        country: z.string().length(2).optional().default("us").describe("Two-letter country code for the App Store/Play Store region. Default 'us'."),
        lang: z.string().optional().default("en").describe("Language code for the results. Default 'en'."),
        num: z.number().optional().default(20).describe("Number of similar apps to return (default 20).")
      },
      async ({ appId, platform, country, lang, num }) => {
        try {
          let similarApps = [];
          
          if (platform === "android") {
            // Get similar apps from Google Play Store
            const apps = await memoizedGplay.similar({
              appId,
              country,
              lang
            });
            
            // Limit results to num
            similarApps = apps.slice(0, num).map(app => ({
              id: app.appId,
              appId: app.appId,
              title: app.title,
              summary: app.summary || "",
              developer: app.developer,
              developerId: app.developerId,
              icon: app.icon,
              score: app.score,
              scoreText: app.scoreText,
              price: app.price,
              free: app.free,
              currency: app.currency || "USD",
              platform: "android",
              url: app.url
            }));
          } else {
            // For iOS, we need to check if appId is a numeric ID or bundle ID
            const isNumericId = /^\d+$/.test(appId);
            
            // Get similar apps from Apple App Store
            let iosParams = {};
            
            if (isNumericId) {
              iosParams = {
                id: appId,
                country
              };
            } else {
              iosParams = {
                appId,
                country
              };
            }
            
            const apps = await memoizedAppStore.similar(iosParams);
            
            // Limit results to num
            similarApps = apps.slice(0, num).map(app => ({
              id: app.id.toString(),
              appId: app.appId,
              title: app.title,
              summary: app.description || "",
              developer: app.developer,
              developerId: app.developerId,
              icon: app.icon,
              score: app.score,
              price: app.price,
              free: app.free === true,
              currency: app.currency,
              platform: "ios",
              url: app.url
            }));
          }
          
          return {
            content: [{ 
              type: "text", 
              text: JSON.stringify({
                appId,
                platform,
                count: similarApps.length,
                similarApps
              }, null, 2)
            }]
          };
        } catch (error) {
          return {
            content: [{ 
              type: "text", 
              text: JSON.stringify({
                error: error.message,
                appId,
                platform
              }, null, 2)
            }],
            isError: true
          };
        }
      }
    );
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Tool has no description.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness1/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Tool has no description.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Tool has no description.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Tool has no description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

Tool has no description.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Tool has no description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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