KAIROS MCP is a Model Context Protocol server for persistent memory and deterministic adapter execution. It stores workflows as linked adapters whose layers can carry proof-of-work challenges.

This wiki is generated from the repository and published automatically — do not edit pages here by hand. Use the sidebar or the sections below to navigate.

• Project Overview
  • Architecture Overview
  • Getting Started
  • Key Features
  • Core Concepts
    • Model Context Protocol (MCP) Fundamentals
    • Tool Development and Registry
    • Workflow Orchestration Engine
    • Memory and Semantic Search System
• Installation and Setup
  • Environment Configuration
  • Prerequisites and Requirements
  • Local Development Setup
    • Debugging and Development Tools
    • Docker Compose Development Environment
    • VS Code Dev Container Configuration
  • Docker Deployment
    • Standalone Container Deployment
    • Docker Compose Orchestration
  • Kubernetes and Helm Deployment
    • Database and Storage Configuration
    • Helm Chart Structure and Configuration
    • Kubernetes Resource Definitions
    • Monitoring and Observability
    • Networking and Ingress Setup
    • Platform-Specific Deployments
• Core Concepts
  • Authentication and Authorization Model
  • Model Context Protocol (MCP) Fundamentals
  • Tool and Adapter System
  • Memory and Semantic Search System
    • Adapter System and Data Processing
    • Memory Store Architecture
    • Vector Embeddings and Qdrant Integration
    • Search Algorithms and Query Processing
  • Workflow Orchestration Engine
    • Error Handling and Recovery
    • Monitoring and Debugging
    • State Management and Persistence
    • Workflow Lifecycle Management
• API Reference
  • CLI Command Reference
  • HTTP REST API
  • MCP Protocol Interface
  • STDIO Interface
• Memory System
  • Data Models and Schemas
  • Memory Store Architecture
  • Vector Database Integration
    • Connection Management
    • Data Operations
    • Performance and Monitoring
    • Search Operations
  • Adapter Framework
    • Adapter Composition Patterns
    • Adapter Interface Contract
    • Built-in Adapters
    • Custom Adapter Development
  • Embedding System
    • Embedding Providers
    • Performance Optimization and Caching
    • Text Processing and Tokenization
    • Vector Operations and Quality Assessment
  • Search and Retrieval
    • Hybrid Search Algorithms
    • Query Construction and Filtering
    • Search Performance and Optimization
    • Similarity Matching and Result Ranking
• Workflow Engine
  • Error Handling and Recovery
  • Monitoring and Tracing
  • State Management and Persistence
  • Workflow Definition and Execution
• Authentication and Security
  • Audit Logging and Compliance
  • Authorization and Access Control
  • OIDC Integration and Identity Management
  • Security Best Practices and Configuration
• Artifact Management
  • Artifact Formats and Processing
  • Export and Import System
  • Security and Sanitization
  • Storage and Versioning
• Web Interface
  • Custom Hooks and State Management
  • Pages and Routing System
  • Theming and Customization
  • UI Components and Architecture
  • Widget Extension System
• CLI Tools
  • Authentication and Credentials
  • Command Reference
  • Configuration Management
  • Output Formatting and Scripting
• Deployment and Operations
  • Backup and Recovery
  • Monitoring and Observability
  • Performance Tuning
  • Kubernetes Deployment
    • Helm Chart Configuration
    • Networking and Ingress
    • Scaling and Load Balancing
• Testing and Quality Assurance
  • Code Quality Tools and Linting
  • Continuous Integration and Automation
  • Integration Testing
  • Testing Strategy and Frameworks
  • Unit Testing
• Contributing and Development
  • Build Automation and Wiki Management
• Troubleshooting and FAQ