# MCP Documentation Exposure Strategy

## Exposed Documentation Scripts

### 1. Core Documentation Management
- `miamcpdoc`: Primary CLI entry point for documentation management

### 2. AI and Machine Learning Frameworks
- `miamcpdoc-aisdk`: AI SDK documentation exposition
- `miamcpdoc-huggingface`: Hugging Face documentation management
- `miamcpdoc-langgraph`: LangGraph documentation integration

### 3. Specialized Documentation Domains
- `miamcpdoc-llms-txt-standard`: LLMS-txt documentation standard explanation
- `miamcpdoc-creative`: Creative frameworks documentation

## LLMS-txt Standard Clarification

### What is LLMS-txt?
- A specialized documentation standard for AI-friendly documentation
- Focuses on machine readability and comprehensive information presentation
- Provides guidelines for creating documentation that AI models can effectively interpret

### Key Characteristics
- Structured markdown format
- Machine-readable metadata
- Clear AI interaction guidelines
- Comprehensive content with minimal jargon

## Recommended Organizational Principles

### Documentation Exposure Strategy
1. Create modular, context-specific documentation sets
2. Ensure each script serves a distinct, focused purpose
3. Maintain clear separation between different documentation domains

### Potential Future Expansions
- Add more specialized documentation scripts
- Create dynamic documentation generation mechanisms
- Implement cross-domain documentation linking

## Technical Implementation Notes
- Uses Python entry points for script management
- Leverages MCP infrastructure for documentation serving
- Supports flexible, extensible documentation ecosystem

## Version
Last updated: 2025-09-17
</parameter>
</invoke>