The MCP Server That Gets Smarter Over Time
Most AI memory stores. ekkOS learns from your mistakes — so you never repeat them.
About EKKOS Technologies Inc.
EKKOS Technologies Inc. is a Canadian AI infrastructure company building ekkOS, an MCP-native memory server with 35 tools that enables AI systems to learn from outcomes over time. Unlike static memory that returns the same answer whether it worked or not, ekkOS tracks what worked, demotes what failed, and compounds intelligence with every interaction. We serve developer teams and AI engineering organizations solving context loss, pattern forgetfulness, and the challenge of building AI that genuinely improves.
Typical Challenges Without ekkOS
- •AI agents forget past interactions
- •Context resets every session
- •Hard to build learning behaviors
- •Engineering cost to home-roll memory logic
What ekkOS Provides
- •Episodic memory that persists
- •Pattern intelligence for long-term strategy
- •API-first integration
- •Predictable, measurable outcomes
How ekkOS Works
ekkOS structures experience into episodes and patterns, allowing agents and applications to recall past events, learn useful behaviors, and improve over time. The platform exposes REST APIs, SDKs, and integrations so teams can deploy memory-enabled AI with minimal overhead.
The Golden Loop™
Other MCP servers store. ekkOS learns. Here's the difference.
Remembers
Every interaction is captured and structured. Your AI remembers context between sessions, across tools, and over time.
Learns
Patterns are extracted from experiences and refined over time. What works gets promoted. What fails gets demoted.
Improves
Your AI gets smarter with every interaction. The more you use it, the better it performs.
The Difference: After 100 uses, static memory is exactly where it started. ekkOS has learned from 100 outcomes — promoting what worked, demoting what didn't. That's compound intelligence.
Built in Toronto — SOC 2 compliant
ekkOS is built in Toronto and adheres to SOC 2 controls and enterprise security posture, ready for serious integrations.
Most AI memory solutions today are retrieval based and depend on ad-hoc integrations. ekkOS captures experience as structured episodes and patterns that improve over time. This enables AI agents to retain context across sessions, reduce engineering burden, and deliver more intelligent behavior without engineers having to build custom memory logic from scratch.
Who Should Use ekkOS
AI Product Teams
Build AI-powered products that learn and improve from user interactions over time.
Autonomous Agent Developers
Create agents that maintain context, learn from experience, and demonstrate continuity.
Enterprise AI Innovation Teams
Deploy cognitive infrastructure at scale with enterprise security and compliance.
Pilot Success Criteria
Agents retain multi-session context
Your AI systems remember past interactions and build on previous conversations.
Measurable improvement in task continuity
Track and measure how memory improves agent performance over time as patterns compound.
Speed of integration (2–3 week pilot)
Get up and running quickly with our API-first approach and comprehensive documentation.
Ready to build stateful AI?
Request a paid pilot and see how ekkOS transforms your AI systems.