Free Steam game recommender that ranks games against your library and what players are saying in reviews
Build and run AI agents, teams and workflows without code
Stage
Startup
Not given
Founded
2025
Not given
Based in
Not given
BE
Pricing model
Free
Freemium
Pricing
Not given
Community: free forever on your own server. Personal: €20/month billed yearly (€240/year) or €24/month billed monthly. Pro: €40.83/month billed yearly (€490/year) or €49/month billed monthly. Business: €165.83/month billed yearly (€1,990/year) or €199/month billed monthly. Enterprise: on quote. All
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
Create workflows with conditions, loops, and human approvals
AI Assistant builds teams from natural language descriptions
Knowledge bases and data tables for agent memory
Prompt Studio for testing and improving agent instructions
VibeApps for conversational user interfaces
Support for multiple AI providers
Community edition runs on your own server with Docker
Hosted cloud workspaces with no installation required
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
No coding required; build with natural language or visual drag-and-drop
Keeps human judgment in control; work returns to people for decisions
Open source Community edition with no time limit or cost
Choose where your data runs: your own server or hosted cloud
AI Assistant generates teams and workflows from plain English descriptions