GeoGuessr

About

GeoGuessr is a Model Context Protocol (MCP) server designed to enhance GeoGuessr gameplay analysis. It provides multi-user support, allowing multiple individuals to manage their independent GeoGuessr sessions and accounts through a single server instance. A standout feature is its dynamic API monitoring, which automatically discovers GeoGuessr API endpoints, detects schema changes, and self-adapts its internal data models to ensure continuous functionality even as the game's API evolves. This enables comprehensive analysis of profiles, statistics, game history, and performance trends, delivering strategy recommendations based on gameplay patterns.

Key Features

• Dynamic API Monitoring with automatic endpoint discovery and schema change detection
• 1 GitHub stars
• Comprehensive Analysis of game statistics, performance, and strategy recommendations
• Multi-User Support with independent GeoGuessr sessions per API key
• Dynamic Schema System that adapts to GeoGuessr API changes by analyzing response structures
• Easy Deployment using Docker Compose for production-ready setups with Nginx and SSL

Use Cases

• Analyze personal GeoGuessr game statistics, performance trends, and historical gameplay.
• Enable multiple users to access and analyze their individual GeoGuessr accounts via a single hosted server instance.
• Gain strategy recommendations and personalized improvement tips based on GeoGuessr gameplay patterns.