Features that Make Your AI Smarter
ekkOS gives your AI tools a real brain—one that learns from every fix, remembers every preference, and gets smarter with every session.
Core Features
Everything you need to give your AI persistent memory and continuous learning.
Cross-Platform Memory
One memory, all your tools. Works across Cursor, Claude Code, VS Code, Windsurf, and any MCP-compatible tool.
- Switch IDEs freely—your patterns come with you
- Automatic sync across all connected tools
- No re-explaining your codebase to each tool
Auto-Forge Patterns
Every time you solve a problem, ekkOS captures it as a reusable pattern. Next time, your AI already knows the answer.
- Semantic pattern detection (not keyword matching)
- 70%+ confidence threshold before activation
- Patterns prove themselves through success rates
Hallucination Buster™
Every AI suggestion verified against your actual history. Grounded, Speculative, or Conflict—know before you implement.
- Real-time validation under 100ms
- Cross-references patterns, decisions, and directives
- Catches problems before you implement them
Forever Memory™
Some things you never want the AI to forget. Files, patterns, and key insights are preserved permanently.
- Never decayed, never pruned
- Always retrievable, always preserved
- Automatic for files, patterns, and preferences
User Directives
Set MUST/NEVER/PREFER/AVOID rules your AI follows. Establish permanent behavioral constraints.
- Persists across all sessions
- Automatically enforced in responses
- Conflict detection when rules clash
Golden Loop Learning
Continuous improvement cycle: Retrieve → Apply → Measure → Learn → Capture. Your AI gets smarter every day.
- Success rate tracking for patterns
- Automatic pattern promotion and retirement
- Confidence scores evolve with usage
10-Layer Memory Architecture
Unlike flat vector databases, ekkOS uses a structured memory system inspired by human cognition.
Working Memory
24h conversation window for immediate context
Episodic Memory
Problem-solution pairs from past interactions
Semantic Memory
Compressed knowledge extracted from conversations
Pattern Memory
Proven templates with confidence evolution
Procedural Memory
Step-by-step workflows and processes
Collective Memory
Cross-agent learning across AI models
Meta Memory
System self-awareness and performance tracking
Codebase Memory
Code understanding and semantic search
Directives
User rules (MUST/NEVER/PREFER/AVOID)
Conflicts
When directives clash—resolution logic
MCP Memory Tools
Tools that wire your AI directly to the memory substrate via the Model Context Protocol.
ekkOS_SearchSearch across all 10 memory layers for patterns, solutions, and context.
ekkOS_ForgeCapture solutions that worked as reusable patterns for future use.
ekkOS_DirectiveSet MUST/NEVER/PREFER/AVOID rules your AI follows permanently.
ekkOS_RecallRemember what you discussed days or weeks ago with semantic search.
ekkOS_ConflictValidate actions against your rules before executing them.
ekkOS_ContextGet relevant patterns and episodes for the current task.
Works Everywhere
One memory substrate, all your development tools. Switch freely—your patterns follow.
83 Models. 11 Providers. One Memory.
Use GPT-5, Claude, Grok, or Gemini—your patterns and context follow you everywhere.
Pattern Injection
Your relevant patterns are automatically injected into every request, no matter which provider you use.
Unified Memory
Teach Claude something, GPT knows it. All your tools share the same memory substrate.
One Endpoint
Point any tool at mcp.ekkos.dev/v1 and get memory-aware AI.
Shared Intelligence for Teams
New engineer + ekkOS = instant team knowledge. Compound learning at scale.
Shared Pattern Library
One senior forges a pattern. Everyone's AI uses it instantly.
Consistent Suggestions
AI recommendations aligned with team conventions, not random Stack Overflow.
Onboarding Acceleration
New hires have access to years of institutional knowledge from day one.
Drift Detection
Analytics show when patterns diverge. Consolidate before it becomes debt.
Role-Aware Memory Spaces
Different contexts for frontend, backend, and DevOps teams.
Admin Controls
SSO, audit logs, permissions, and custom retention policies.
Security You Can Trust
Your code and data are protected with enterprise-grade security.
Ready to Give Your AI a Memory?
Start free. No credit card required. See the difference from day one.