MCP Ecosystem
Protocol-first orchestration layer
The Model Context Protocol gateway that connects AI models, tools, and operational data streams into a unified orchestration fabric.
Operational
MCP Map
Architecture Notes
Protocol-first design: all AI tool calls are MCP-standardized, making the system model-agnostic.
Bidirectional context: both tools and models can push/pull context through the same protocol.
The gateway maintains a registry of all available tools with capability metadata.
Failure isolation: tool errors are contained and surfaced without cascading to model context.
Integrations
Claude APIFastAPIRedisPostgreSQLLangGraphAURA CoreDockerWebSocket