What problem does it solve?
Coordinating and orchestrating multiple MCP servers for discovery, analysis, and execution of capabilities without polluting the main context.
Core Features & Use Cases
- Multi-server MCP management: Connect to and coordinate multiple MCP servers from a single config.
- Progressive capability discovery: List tools, prompts, and resources and load only what’s needed for a task.
- Intelligent analysis and execution: Choose relevant tools via LLM guidance and execute with proper parameter handling.
- Context-efficient integration: Delegate MCP operations to subagents to keep the main agent context clean.
- Persistent catalog: Save discovered tools to assets/tools.json for fast offline reference.
- Gemini CLI integration: Primary interface via Gemini CLI for structured, prompt-driven workflows; fallback to direct scripts if Gemini is unavailable.
Quick Start
Install dependencies and run the MCP management CLI to list tools across configured MCP servers.