ekkOSβ’ Documentation
Build AI agents with persistent memory, pattern learning, and hallucination detection
Quick Start
1. Get Your API Key
Sign up for a free account and generate your API key from the dashboard.
Create Free Account2. Install MCP Server
Add ekkOS to your Claude Desktop or IDE configuration:
{
"mcpServers": {
"ekkos": {
"command": "npx",
"args": ["-y", "@ekkos/mcp-client"],
"env": {
"EKKOS_API_KEY": "your-key-here"
}
}
}
}3. Start Using the Five Verbs
ekko- Search your memory for past solutionscrystallize- Save important decisions and patternsreflex- Validate AI suggestions against your historyQuick Start
Core Concepts
The Five Verbs
Integration
8-Layer Memory System
ekkOS implements an advanced 8-layer memory architecture inspired by cognitive science:
Working Memory
Recent chat messages (24h window)
Episodic Memory
Conversation episodes and context
Semantic Memory
Compressed knowledge entries
Pattern Memory
Reusable strategies and solutions
Procedural Memory
Step-by-step workflows
Collective Memory
Cross-agent learning (7d window)
Meta Memory
System self-awareness records
Codebase Memory
Code embeddings for semantic search
The Golden Loop
The self-improving cycle that makes ekkOS smarter with every interaction:
CAPTURE
LEARN
RETRIEVE
INJECT
MEASURE