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Astro MCP Server

by TimBroddin

Astro MCP Server

An MCP (Model Context Protocol) server that provides access to Astro ASO (App Store Optimization) data for LLMs.

Astro MCP Server Example

Requirements

  • Astro
  • A tool with MCP support (Claude Desktop, Claude Code, ...)

Features

This MCP server provides the following tools for querying Astro's ASO database:

Available Tools

  1. search_rankings - Search current keyword rankings for apps
    • Find how apps rank for specific keywords
    • Filter by app store (us, uk, etc.)
    • Filter by app name or app ID
  2. get_historical_rankings - Get historical ranking data
    • Track ranking changes over time
    • Configurable time period (default: 30 days)
    • Filter by app and store
  3. list_apps - List all tracked applications
    • Shows app names, IDs, platforms
    • Includes keyword count per app
  4. get_app_keywords - Get all keywords for a specific app
    • Shows current and previous rankings
    • Includes difficulty and popularity scores
    • Shows ranking changes
    • Accepts app name or app ID
  5. get_keyword_trends - Analyze ranking trends
    • Statistical analysis (avg, min, max, volatility)
    • Trend detection (improving/declining/stable)
    • Configurable periods (week/month/year/all)
  6. compare_rankings - Compare rankings between dates
    • Find ranking changes between two specific dates
    • Calculate percentage changes
  7. get_app_ratings - Get app rating history
    • Track rating changes over time
    • Shows user rating counts
    • Accepts app name or app ID

Installation

Prerequisites

  • Astro app must be installed on your Mac with data in its database
  • Node.js 18+ required
    # Check your Node version node --version

Usage with Claude

The easiest way to use this MCP server is with Claude Code:

# Install from NPM claude mcp add -s user -t stdio astro -- npx -y astro-mcp-server # If npx is using the wrong Node version (common with nvm), use the full path: claude mcp add -s user -t stdio astro -- $(which npx) -y astro-mcp-server # Or for local/source installation (after building): claude mcp add -s user -t stdio astro -- node /path/to/astro-mcp-server/dist/index.js

Claude Desktop

Add the following to your Claude Desktop configuration:

For NPM installation:

Edit ~/Library/Application Support/Claude/claude_desktop_config.json:

{ "mcpServers": { "astro-aso": { "command": "npx", "args": ["-y", "astro-mcp-server"] } } }

For local/source installation:

First build the project:

cd /path/to/astro-mcp-server npm run build

Then add to Claude Desktop config:

{ "mcpServers": { "astro-aso": { "command": "node", "args": ["/path/to/astro-mcp-server/dist/index.js"] } } }

Running Standalone

You can also run the server standalone for testing:

# If installed globally astro-mcp-server # Or run with npx npx astro-mcp-server # Or from source (after building) npm run build npm start # Or for development with auto-reload npm run dev

Using with MCP Inspector

Test the server using the MCP Inspector:

# For NPM installation npx @modelcontextprotocol/inspector npx astro-mcp-server # For local installation (after building) npx @modelcontextprotocol/inspector node /path/to/dist/index.js

Example Queries

Once connected to Claude (via Claude Code or Claude Desktop), you can ask questions like:

  • "Use Astro MCP to show the current rankings for the keyword 'productivity' in the US store"
  • "Use Astro MCP to show me the ranking trends for 'task manager' over the last month"
  • "Use Astro MCP to list all the apps being tracked"
  • "Use Astro MCP to show what keywords the app 'Things 3' ranks for"
  • "Use Astro MCP to compare rankings for 'notes' between last week and today"
  • "Use Astro MCP to show me the rating history for app ID 1234567890"
  • "Use Astro MCP to get keywords for app ID 987654321"

Database Requirements

The server requires read access to Astro's SQLite database, typically located at:

~/Library/Containers/matteospada.it.ASO/Data/Library/Application Support/Astro/Model.sqlite

Make sure Astro has been run at least once and has collected some data before using this server.

Technical Details

  • Runtime: Node.js 18+
  • Database: SQLite via sql.js (pure JavaScript, read-only access to Astro's database)
  • Protocol: MCP (Model Context Protocol) via stdio
  • TypeScript: Compiled to JavaScript for distribution
  • Date Handling: Converts Core Data timestamps to ISO format
  • App Identification: Supports both app names (partial matching) and app IDs (exact matching)

Database Schema

The server reads from these main tables in Astro's database:

  • ZAPPLICATION - App information
  • ZKEYWORD - Keywords and current rankings
  • ZDATAPOINT - Historical ranking data points
  • ZRATING - App ratings
  • ZRATINGDATAPOINT - Historical rating data

Development

Project Structure

astro-mcp-server/ ├── src/ │ ├── index.ts # Main server implementation │ └── types.ts # TypeScript type definitions ├── package.json # Dependencies ├── tsconfig.json # TypeScript config ├── mcp.json # MCP configuration └── README.md # This file

Building from Source

  1. Clone the repository
  2. Install dependencies: npm install
  3. Build the project: npm run build
  4. Run in development mode: npm run dev

Publishing to NPM

  1. Update version in package.json
  2. Update author and repository URLs in package.json
  3. Run: npm publish (automatically builds via prepublishOnly)

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

MIT - See LICENSE file for details

Troubleshooting

Common Issues

  1. "Database not found" error
    • Ensure Astro is installed and has been run at least once
    • Check that the database path exists
  2. "Permission denied" error
    • The server needs read access to Astro's database
    • Check file permissions on the SQLite database
  3. "Wrong Node.js version" error
    • Ensure you're using Node.js 18 or higher
    • For nvm users: Check that npx is using the correct Node version:
      npx node --version # Should show v18.x.x or higher which npx # Should be in your nvm directory
    • If npx is using the wrong version, reinstall npm after switching:
      nvm use 18 npm install -g npm
  4. No data returned
    • Ensure Astro has collected keyword tracking data
    • Check that you're using the correct app names or IDs
    • Verify the store parameter (default is 'us')

Support

For issues or questions, please open an issue on GitHub.


This project was vibecoded with ❤️ by Tim Broddin - Available for hire at Titans of Industry

-
security - not tested
A
license - permissive license
-
quality - not tested

local-only server

The server can only run on the client's local machine because it depends on local resources.

Enables access to Astro's App Store Optimization (ASO) database for analyzing app rankings, keyword trends, historical performance data, and app ratings. Provides comprehensive tools for tracking and comparing app store performance metrics through natural language queries.

  1. Requirements
    1. Features
      1. Available Tools
    2. Installation
      1. Prerequisites
    3. Usage with Claude
      1. Claude Code (Recommended)
      2. Claude Desktop
      3. Running Standalone
      4. Using with MCP Inspector
      5. Example Queries
    4. Database Requirements
      1. Technical Details
        1. Database Schema
          1. Development
            1. Project Structure
            2. Building from Source
            3. Publishing to NPM
          2. Contributing
            1. License
              1. Troubleshooting
                1. Common Issues
              2. Support

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