Live Technical Demonstration

See our production-ready MCP server in action with 8 diverse content files, advanced search capabilities, and AI integration features.

Tag-Based Search
Full-Text Search
MCP Server
AI Integration

Live Command-Line Demonstration

Watch as we demonstrate real search capabilities, performance metrics, and technical architecture using actual CLI commands and live data.

Demo Content Files

  • AI Productivity & Automation Guides
  • Technical Architecture Patterns
  • Machine Learning Project Workflows
  • Product Management Frameworks
  • Leadership & Remote Work Strategies
  • Python Development Best Practices
  • Business Strategy Documentation
  • Startup Funding & Growth Playbooks

Technical Capabilities

  • Intelligent tag-based categorization
  • Semantic full-text search engine
  • Real-time analytics and insights
  • Production-ready MCP server
  • LLM integration (Claude, GPT)
  • Sub-100ms search performance
  • Scalable architecture design
  • Extensible plugin system

Technical Specifications

Performance

  • Search Speed: <100ms
  • Memory Usage: <50MB
  • Concurrent Users: 100+
  • Storage: Efficient indexing

Architecture

  • FastMCP Framework
  • YAML Frontmatter Parser
  • Advanced Search Engine
  • Modular Design

Deployment

  • Local Development
  • Docker Container
  • Cloud Platforms
  • Enterprise On-Premises

System Architecture

Web Interface / CLI
↓
MCP Server (FastMCP)
↓
Search Engine (Tag + Full-Text)
↓
Markdown Files + YAML Frontmatter

Data Flow

  • Parse YAML frontmatter for metadata
  • Index content for full-text search
  • Build tag taxonomy and relationships
  • Cache frequently accessed documents
  • Return structured JSON responses

Key Features

  • Real-time search with autocomplete
  • Multi-tag filtering and sorting
  • Date-aware content organization
  • Analytics and usage insights
  • AI-ready structured output

Ready to Transform Your Knowledge Base?

This production-ready system can be deployed for your organization in just 5 days.

$2,500 Complete Setup

  • Custom implementation
  • Team training included
  • 30-day support guarantee
  • 956% ROI in month 1

5-Day Implementation

  • Day 1: Discovery & Planning
  • Day 2-3: Technical Setup
  • Day 4: Testing & Integration
  • Day 5: Training & Handoff