Provides access to Astro ASO (App Store Optimization) data, enabling queries for keyword rankings, historical ranking data, app tracking, keyword trends analysis, and app rating history from the Astro database.
Astro MCP Server
An MCP (Model Context Protocol) server that provides access to Astro ASO (App Store Optimization) data for LLMs.
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
- 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
- get_historical_rankings - Get historical ranking data
- Track ranking changes over time
- Configurable time period (default: 30 days)
- Filter by app and store
- list_apps - List all tracked applications
- Shows app names, IDs, platforms
- Includes keyword count per app
- 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
- get_keyword_trends - Analyze ranking trends
- Statistical analysis (avg, min, max, volatility)
- Trend detection (improving/declining/stable)
- Configurable periods (week/month/year/all)
- compare_rankings - Compare rankings between dates
- Find ranking changes between two specific dates
- Calculate percentage changes
- 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
Usage with Claude
Claude Code (Recommended)
The easiest way to use this MCP server is with Claude Code:
Claude Desktop
Add the following to your Claude Desktop configuration:
For NPM installation:
Edit ~/Library/Application Support/Claude/claude_desktop_config.json
:
For local/source installation:
First build the project:
Then add to Claude Desktop config:
Running Standalone
You can also run the server standalone for testing:
Using with MCP Inspector
Test the server using the MCP Inspector:
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:
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 informationZKEYWORD
- Keywords and current rankingsZDATAPOINT
- Historical ranking data pointsZRATING
- App ratingsZRATINGDATAPOINT
- Historical rating data
Development
Project Structure
Building from Source
- Clone the repository
- Install dependencies:
npm install
- Build the project:
npm run build
- Run in development mode:
npm run dev
Publishing to NPM
- Update version in
package.json
- Update author and repository URLs in
package.json
- 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
- "Database not found" error
- Ensure Astro is installed and has been run at least once
- Check that the database path exists
- "Permission denied" error
- The server needs read access to Astro's database
- Check file permissions on the SQLite database
- "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: - If npx is using the wrong version, reinstall npm after switching:
- 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
This server cannot be installed
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.