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storebridge-mcp

storebridge-mcp

Remote
storebridge-mcp.vercel.appBusiness & Marketing0Updated 13w ago

About storebridge-mcp

storebridge-mcp is a remote MCP connector for StoreBridge API, aimed at clients querying Apple App Store and Google Play data. Its tools cover app discovery, store metadata, developer portfolios, and estimated ASO signals.

Key features

  1. 01Search apps across Apple and Google Play
  2. 02Fetch app details, reviews, and similar apps
  3. 03Inspect Google Play permissions and data safety
  4. 04Read charts, categories, and developer portfolios
  5. 05Get keyword ideas and estimated app ranks

Use cases

  1. 01Compare app listings across stores
  2. 02Review ratings and user feedback
  3. 03Check an app's Google Play disclosures
  4. 04Explore store charts and ASO keyword signals

MCP support

Provides 13 read-only MCP tools over Streamable HTTP at `/mcp`. The tools forward calls to StoreBridge API; the README notes that its production upstream currently has a proxy-secret guard that may prevent default end-to-end access.

Configuration

Remote servers need no local install. Pick your client, then copy the config or install in one click.

Endpointhttps://storebridge-mcp.vercel.app/mcp
Copy install command
Claude CodeTerminal
Cursor.cursor/mcp.json
VS Code.vscode/mcp.json
Claude Desktopclaude_desktop_config.json
Windsurf~/.codeium/windsurf/mcp_config.json

Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.

Tools

13
ParameterTypeRequiredDescription
langstringNoLanguage (Apple form en_us, Google form en). Derived from country when omitted.
termstringYesURL-encoded search term.
limitintegerNoMax results. Apple is clamped to 50; Google accepts 1-250. Default 50.
priceenumNoPrice filter. Google only; Apple ignores it. Default all.all | free | paid
storeenumYesTarget store. "both" fans out to both engines and merges results.apple | google | both
deviceenumNoApple only. Maps to software / iPadSoftware / macSoftware. Default iphone.iphone | ipad | mac
countrystringNoISO-3166 alpha-2 storefront/region, lowercase. Defaults to us.
fullDetailbooleanNoGoogle only; expensive (per-result full fetch). Default false.

Details

From the project README

storebridge-mcp

A remote MCP (Model Context Protocol) connector for StoreBridge API — the unified Apple App Store + Google Play data API (search, app details, reviews, similar apps, charts, categories, developer portfolios, autocomplete, and a directional ASO keyword/rank suite).

Live: https://storebridge-mcp.vercel.app/mcp (Vercel project storebridge-mcp, team isaiahduprees-projects) — 13 tools, verified against real production data. Since the upstream StoreBridge deployment is metered (RapidAPI/Apify), this connector authenticates its own outbound calls with the same Apify-actor bearer (STOREBRIDGE_APIFY_BEARER) and applies a soft per-IP rate limit (STOREBRIDGE_MCP_RATE_LIMIT, default 30 tool-calls/hour, in-memory) so the free MCP tier stays a discovery channel rather than an unmetered bypass of the paid listing — see lib/ratelimit.js.

What this is, and why it's a separate connector

StoreBridge API is a plain REST API. Any HTTP client can already call it directly. This repo exists because MCP clients (Claude, ChatGPT, and other MCP-aware agents) don't consume arbitrary REST APIs — they consume MCP tools. storebridge-mcp is a thin adapter layer that:

  • Exposes each StoreBridge endpoint as a discoverable, typed MCP tool (name, description, zod input schema, annotations) that an LLM can reason about and call directly, instead of having to be taught the REST surface out-of-band.
  • Speaks the MCP streamable-HTTP transport at a single /mcp endpoint, so it can be registered as a connector in Claude, ChatGPT, or any other MCP client with one URL.
  • Does nothing else. It has no business logic of its own — every tool call is a pass-through fetch to StoreBridge, and the JSON response StoreBridge returns is handed back verbatim as the tool result.

Authentication: None (deliberate)

Unlike this org's other MCP connectors (NotesBridge, GapRadar, EtsyOps, etc.), which require OAuth because they act on a signed-in user's private Mac/shop/account data, StoreBridge's data has no per-user dimension at all — it's public app-store metadata (listings, reviews, charts, developer pages). There is nothing to gate per-caller, so this connector intentionally ships with:

  • No OAuth, no login, no bearer tokens
  • No Supabase / database
  • No billing, no plans, no usage metering
  • No demo-vs-real account split — every caller gets the same real, live data

This makes the connector dramatically simpler than the org's OAuth-based connectors: api/mcp.js builds a fresh, stateless McpServer per request and serves it with zero auth checks.

Known caveat (see below): the production StoreBridge API deployment (https://storebridge-api.vercel.app) currently sits behind a RapidAPI proxy-secret guard on /v1/* (see "Upstream auth caveat"). That's an upstream deployment/monetization detail, not a reason to add auth to this connector — it just means the upstream base URL needs to be pointed at an open deployment (or the guard needs to be relaxed / the proxy secret injected server-side) before this connector's default config serves real production traffic end-to-end.

Tool list

One tool per StoreBridge endpoint (from storebridge-api/openapi.yaml):

ToolStoreBridge endpointDescription
search_appsGET /v1/searchSearch apps on Apple App Store, Google Play, or both.
get_apps_batchGET /v1/appsResolve an Apple app by bundle id, or batch-fetch many apps by comma-separated ids.
get_appGET /v1/apps/{id}Full app details (description, version, rating histogram, screenshots, size, installs, etc).
get_app_reviewsGET /v1/apps/{id}/reviewsPaginated reviews for an app.
get_similar_appsGET /v1/apps/{id}/similar"Customers also bought" / related apps.
get_app_permissionsGET /v1/apps/{id}/permissionsGoogle Play declared permissions (Google only).
get_app_datasafetyGET /v1/apps/{id}/datasafetyGoogle Play "Data safety" section (Google only).
get_chartsGET /v1/chartsTop-chart rankings (free/paid/grossing, by category).
get_categoriesGET /v1/categoriesCategory / genre list for a store.
get_developerGET /v1/developers/{id}A developer's record plus their published apps.
autocomplete_suggestGET /v1/suggestAutocomplete completions for a partial query.
get_aso_keywordsGET /v1/aso/keywordsDirectional keyword ideas + difficulty (estimated, from live search — not panel data).
get_aso_rankGET /v1/aso/rankPoint-in-time rank of an app across up to 20 keywords (estimated).

All 13 tools are read-only and annotated { readOnlyHint: true, destructiveHint: false, idempotentHint: true, openWorldHint: true } — none of them write anything, and all of them reflect live, externally-changing app-store data.

(The build brief sketched ~9-10 illustrative tool names; StoreBridge's actual verified openapi.yaml surface has 13 GET endpoints, so this build maps 1:1 to all 13 rather than dropping three real ones to hit a round number.)

How it wraps storebridge-api

Each tool handler does a plain fetch(\${STOREBRIDGE_API_BASE_URL}${path}`, ...)` against the real StoreBridge REST API and returns the parsed JSON as MCP tool-result content:

{ content: [{ type: 'text', text: JSON.stringify(result, null, 2) }] }

Upstream HTTP errors (4xx/5xx) are caught and surfaced as a typed MCP error result via an asError helper rather than crashing the request.

STOREBRIDGE_API_BASE_URL (env var) controls the upstream base URL. It defaults to https://storebridge-api.vercel.app.

Project layout

api/mcp.js       MCP endpoint (StreamableHTTPServerTransport, stateless, no auth)
api/health.js    GET /api/health
lib/tools.js     All 13 tool definitions (zod schemas + fetch-and-forward handlers)
local-server.js  Plain-Node http server for local dev / smoke testing (not deployed)
test/smoke.mjs   Real end-to-end smoke test (initialize, tools/list, tools/call)
vercel.json      Routes /mcp -> api/mcp.js, /health -> api/health.js

There is no .well-known / OAuth-metadata surface in this repo on purpose: the 401 + WWW-Authenticate: Bearer resource_metadata=... dance and /.well-known/oauth-protected-resource / /.well-known/oauth-authorization-server endpoints in this org's other connectors exist purely to support the OAuth discovery flow. An MCP streamable-HTTP server with no auth has nothing for a client to discover or authorize — it just accepts POST requests. Skipping OAuth metadata entirely is correct here, not an oversight.

Local development

npm install
npm run dev          # starts local-server.js on http://localhost:3900

Endpoints locally: POST http://localhost:3900/mcp, GET http://localhost:3900/health.

To point at a self-hosted / open StoreBridge instance instead of production (useful while the production RapidAPI guard is active — see below):

STOREBRIDGE_API_BASE_URL=http://localhost:8080 npm run dev

Smoke test

npm run dev &                 # terminal 1
npm run smoke                 # terminal 2

test/smoke.mjs drives the running server over real HTTP/JSON-RPC and verifies:

  1. GET /health returns { ok: true, ... }
  2. initialize succeeds and reports serverInfo.name === "storebridge"
  3. tools/list returns all 13 tools with their zod-derived JSON schemas
  4. tools/call for search_apps with { term: "notes", store: "apple", limit: 3 } returns real app results fetched live (not mocked)

Upstream auth caveat (read before deploying)

While building this, I read storebridge-api's own server.js / src/guard.js: the production deployment gates every /v1/* route behind a RapidAPI proxy-secret (rapidApiGuard), and only opens up when RAPIDAPI_PROXY_SECRET is unset (self-host/dev mode). That means, as currently deployed, https://storebridge-api.vercel.app/v1/search?... returns 403 forbidden without a valid X-RapidAPI-Proxy-Secret header — it is not actually open on the live URL today, even though the data itself is public information (app-store listings) and the long-term intent (per the org's product line) is a fully public, keyless API.

This doesn't change the architecture of this connector — storebridge-mcp still has zero auth of its own, by design, because there's no per-caller state to protect. It does mean that before storebridge-mcp's default STOREBRIDGE_API_BASE_URL (the production URL) will serve real traffic end-to-end, one of the following needs to happen upstream:

  • Deploy an open (no RAPIDAPI_PROXY_SECRET) StoreBridge instance for this connector to point at, or
  • Relax the guard for a /v1/* traffic class that isn't going through RapidAPI, or
  • Have this connector inject a server-side RapidAPI proxy secret / Apify bearer on outbound requests (would need RAPIDAPI_PROXY_SECRET or APIFY_BEARER added as an env var here and forwarded as a header in lib/tools.js's callStoreBridge).

The smoke test in this repo proves the MCP protocol plumbing and tool-calling mechanics end-to-end against a real, live, self-hosted StoreBridge instance (node server.js in the storebridge-api repo with no RAPIDAPI_PROXY_SECRET set — its guard is explicitly inert in that mode) fetching real Apple App Store data — see the smoke test output in the build report for the exact live response.

Deploy

Not deployed yet (by design — verify first). Once verified:

cd /Users/isaiahdupree/Software/storebridge-mcp
npx vercel --yes --prod

After deploy, the MCP connector URL to register in Claude/ChatGPT/any MCP client is:

https://<deployment-domain>/mcp

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