Add Kairos: The Context Keeper - AI Agent Memory System

[turtir-ai]

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Project Information

Name: Kairos: The Context Keeper
Category: Open-source projects, Memory management, Build your own
Repository: https://github.com/turtir-ai/kairos-context-keeper

Description

Kairos is an open-source contextual memory system designed to solve the "contextual amnesia" problem in AI coding assistants. It provides persistent memory, project context awareness, and intelligent agent orchestration.

Key Features

• 🧠 Layered Memory Architecture: Combines Knowledge Graph for structural relationships with Vector Database for semantic search
• 🤖 Agent Guild System: Specialized autonomous agents for different tasks (coding, analysis, research, system monitoring)
• 🏛️ Integrity Guardian: Enforces project rules and coding standards defined in .kiro/steering/ configuration
• 🔌 Universal Integration (MCP): JSON-RPC server for seamless integration with AI IDEs like Cursor, Kiro, and others
• ⚙️ Daemon Architecture: Runs as background service with single kairos start command
• 📈 Self-Improving: Learns from mistakes and optimizes performance over time

Technical Architecture

graph TD
    subgraph "User & External World"
        A[Developer] --> B{Terminal};
        B -- "kairos [command]" --> C[Controller CLI];
        A --> D{IDEs (Cursor, Kiro, Copilot)};
        D -- MCP (JSON-RPC) --> E[Kairos MCP Server];
    end

    subgraph "Kairos Daemon"
        F[Orchestrator & Flow Manager];
        G[Integrity Guardian];
        H[Agent Guild];
        I[LLM Router];
        J[Layered Memory (KG + VectorDB)];
        K[Supervisor Agent];
    end
    
    C -- Control --> F;
    E -- Request --> F;
    F -- Assign Tasks --> H;
    F -- Request Audit --> G;
    G -- Use Constitution --> J;
    H -- Request Info --> J;
    F -- Request Model --> I;
    K -- Monitor & Suggest --> F;

Quick Start

git clone https://github.com/turtir-ai/kairos-context-keeper.git
cd kairos-context-keeper
pip install -r requirements.txt
python src/cli.py start

Links

• GitHub: https://github.com/turtir-ai/kairos-context-keeper
• Documentation: https://docs.kairos-ai.org
• Discord: https://discord.gg/kairos-ai
• License: MIT

Why Add Kairos?

Kairos addresses a critical pain point in AI-assisted development - the loss of project context and memory across sessions. Unlike simple chatbots, it provides:

1. Persistent Memory: Maintains project knowledge across sessions
2. Context Awareness: Understands project architecture and coding standards
3. Agent Orchestration: Coordinates multiple specialized AI agents
4. Universal Integration: Works with any AI IDE through MCP protocol
5. Self-Improvement: Continuously learns and optimizes

This makes it a valuable addition to the awesome-ai-agents list as it represents a new category of memory-enhanced AI systems.

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This project is actively maintained and has received positive feedback from the AI development community for solving real-world context management challenges.