Enables autonomous agents and multi-agent frameworks to discover and execute modular, class-based tools over SSE with a standardized response contract.
Enables cloud AI agents to access local STDIO MCP servers and their tools through a single authenticated Streamable HTTP endpoint, optionally tunneled via ngrok.
Flask-based server that exposes callable tools via HTTP endpoints for AI agents like Gemini CLI, enabling agent orchestration, tool introspection, and workflow automation with a centralized tool registry.