Free Steam game recommender that ranks games against your library and what players are saying in reviews
A platform to build, run, and use AI microagents through search
Stage
Startup
MVP
Founded
2025
Not given
Based in
Not given
US
Pricing model
Free
Free trial
Pricing
Not given
The agent server is free and source available with no license fee. Search2o Cloud is free during the beta period. Production pricing will include a platform fee, developer fee, storage fee, and usage fee with no per-user charges. Paid service planned for January 2027.
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
Built-in agent discovery and multi-agent conversations
Agent framework to define and publish agents
Encrypted conversations and memories by default
Multi-user access with four roles plus service accounts
Human-in-the-loop controls for critical actions
Stateless horizontally scalable architecture
Environment profiles for dev and prod
Source available server and UI
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
Search that retrieves and runs AI workflows instead of matching documents
Agents that combine deterministic workflows with LLM-driven reasoning
Hybrid cloud architecture requiring only stateless servers in your environment
No per-user licensing, pay only for developers, storage and usage
Enterprise-grade reliability and security standards