Model Context Protocol (MCP)

Model Context Protocol Overview

The Model Context Protocol (MCP) is a framework for preserving and enhancing contextual awareness across state transitions in FloShake. This protocol defines how contextual information is maintained, transferred, and enhanced as content evolves through quantum states.

Note: The Model Context Protocol is currently in the Creation state and will be expanded with detailed implementation specifications in upcoming releases.

Core Concepts

Context Preservation

MCP ensures that critical context is maintained as content transitions between quantum states, preserving:

• Flow state information
• Relationship mappings
• Creation intent
• Historical transitions

Contextual Awareness

The protocol enhances awareness across state boundaries through:

• Cross-state context sharing
• Meta-agent orchestrated context synthesis
• Progressive context refinement
• Temporal context preservation

Context-Driven Intelligence

MCP enables more sophisticated intelligence through:

• Expanded context windows for pattern recognition
• Context-aware relationship discovery
• History-informed transition recommendations
• Meta-context synthesis for serendipitous connections

Integration with Agentic RAG

The Model Context Protocol serves as a critical enhancement to the Agentic RAG framework, providing standardized mechanisms for context preservation and exchange between document agents and the meta-agent.

Coming Soon

The full implementation details of the Model Context Protocol are currently under development. This documentation will be expanded as the protocol evolves from Creation to Integration state.