Free Steam game recommender that ranks games against your library and what players are saying in reviews
A Claude Desktop extension and plugin that convenes a council with ChatGPT and Gemini for independent AI positions, votes, and recorded dissent
Stage
Startup
Not given
Founded
2025
Not given
Based in
Not given
DE
Pricing model
Free
Paid
Pricing
Not given
One-time purchase for Claude Desktop and Claude Code. Usage costs paid directly to OpenAI and Google: $0.02–$0.15 per council decision depending on effort tier and input size; image generation $0.05–$0.20 per call.
Key features
Collaborative filtering recommendation algorithms
Review-mined vibe graph with 129,000+ edges
Steam Deck compatibility filtering
Hidden gem discovery
No login required for anchor mode
Daily catalogue refresh from Steam APIs
Transparency with reasons behind each recommendation
Analyzes 18 million+ player libraries
Three independent AI positions on questions
Majority voting with dissent recorded
Budget guard with daily spending limit
Integrates ChatGPT, Gemini, and Claude
Runs on Claude Desktop (macOS, Windows) and Claude Code
Uses own API keys with secure OS storage
Nine specialized tools for different decision types
Two-round cap and domain tie-break for consensus
Failure handling and 345 tests
Plain-language interface requiring no developer skills
What makes it different
Recommendation rankings based on what you actually play, not popularity
No ads, sponsors, or revenue-based ranking
Built by a single independent developer with no investors
Gameplay vibes extracted from actual player reviews
Private data handling with no personal data sales
Three independent AI models vote together with dissent kept on record, avoiding single-model bias
Budget guard prevents runaway bills with daily ceiling and worst-case cost reserving
Uses your own API keys stored securely locally, no server or data transmission
One-time purchase model with no subscription or ongoing fees