Koskamo

DataLeadsPRO DataLeads App Data MCP

An MCP server providing app intelligence across Google Play and the App Store, enabling agents to fetch app details, reviews, and perform search operations via a unified API with built-in anti-bot handling.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

DataLeadsPRO DataLeads App Data MCP logo, by DataLeadsPROCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-06Published by DataLeadsPRO
You need:Replace YOUR_CLIENT_KEY with your key. Get one at https://data.dataleads.pro - free tier included.
MCP endpoint (Streamable HTTP)
https://data.dataleads.pro/mcp/app-data
Vendor documentation

What its tools do

5 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Not annotated (5)

5 of 5 have a description · 0 of 5 declare behavior hints · 0 of 5 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Fetch detailed information for apps on Google Play
  • Retrieve user reviews for iOS apps from the App Store
  • Search for applications on Google Play and the App Store

Source and maintenance

Community listingRegistry 1.0.0
mcp-registry: io.github.DataLeadsPRO/app-data@1.0.0Source repository
Maintenance checked

Protocol and capabilities

Server
App Store & Google Play Data API 1.30.0
MCP protocol negotiated in check
2025-11-25
Tools
5 advertised
Resources
0 advertised
Resource templates
0 advertised
Prompts
0 advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  },
  "prompts": {
    "listChanged": false
  },
  "resources": {
    "subscribe": false,
    "listChanged": false
  },
  "experimental": {}
}

Tools

5 advertised

app_gplay_details
Advertised by the server during the last successful anonymous check.

V1 App Gplay Details

app_gplay_details input schema
{
  "type": "object",
  "title": "app_gplay_detailsArguments",
  "properties": {
    "appId": {
      "type": "string",
      "title": "Appid",
      "default": null
    }
  }
}
app_gplay_reviews
Advertised by the server during the last successful anonymous check.

V1 App Gplay Reviews

app_gplay_reviews input schema
{
  "type": "object",
  "title": "app_gplay_reviewsArguments",
  "properties": {
    "lang": {
      "type": "string",
      "title": "Lang",
      "default": null
    },
    "appId": {
      "type": "string",
      "title": "Appid",
      "default": null
    },
    "count": {
      "type": "integer",
      "title": "Count",
      "default": null
    },
    "country": {
      "type": "string",
      "title": "Country",
      "default": null
    }
  }
}
app_apple_search
Advertised by the server during the last successful anonymous check.

V1 App Apple Search

app_apple_search input schema
{
  "type": "object",
  "title": "app_apple_searchArguments",
  "properties": {
    "term": {
      "type": "string",
      "title": "Term",
      "default": null
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": null
    },
    "country": {
      "type": "string",
      "title": "Country",
      "default": null
    }
  }
}
app_apple_details
Advertised by the server during the last successful anonymous check.

V1 App Apple Details

app_apple_details input schema
{
  "type": "object",
  "title": "app_apple_detailsArguments",
  "properties": {
    "term": {
      "type": "string",
      "title": "Term",
      "default": null
    },
    "country": {
      "type": "string",
      "title": "Country",
      "default": null
    },
    "trackId": {
      "type": "string",
      "title": "Trackid",
      "default": null
    }
  }
}
app_apple_reviews
Advertised by the server during the last successful anonymous check.

V1 App Apple Reviews

app_apple_reviews input schema
{
  "type": "object",
  "title": "app_apple_reviewsArguments",
  "properties": {
    "pages": {
      "type": "integer",
      "title": "Pages",
      "default": null
    },
    "country": {
      "type": "string",
      "title": "Country",
      "default": null
    },
    "trackId": {
      "type": "integer",
      "title": "Trackid",
      "default": null
    }
  }
}

Prompts

0 advertised

No prompt definitions available.

Resources

0 advertised

No resource definitions available.

90-day uptime

A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.

Too few checks for a percentage yet (1 of 1 answered).

  1. 2026-11-07: 1 of 1 checks answered

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
1170 ms
95th percentile latency
1170 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 1170 ms · metadata changed · 5 tool(s), 0 resource(s), 0 resource template(s), 0 prompt(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http dataleads-app-data-mcp https://data.dataleads.pro/mcp/app-data

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add dataleads-app-data-mcp --url https://data.dataleads.pro/mcp/app-data

Cursor

Merge this server into .cursor/mcp.json in your project, then enable dataleads-app-data-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "dataleads-app-data-mcp": {
      "url": "https://data.dataleads.pro/mcp/app-data"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "dataleads-app-data-mcp": {
      "type": "streamableHttp",
      "url": "https://data.dataleads.pro/mcp/app-data",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start dataleads-app-data-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "dataleads-app-data-mcp": {
      "type": "http",
      "url": "https://data.dataleads.pro/mcp/app-data"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http dataleads-app-data-mcp https://data.dataleads.pro/mcp/app-data

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://data.dataleads.pro/mcp/app-data

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "dataleads-app-data-mcp": {
      "serverUrl": "https://data.dataleads.pro/mcp/app-data"
    }
  }
}

Let your agent find its tools

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