关于
The MCP Capability Manager provides a robust framework for integrating Model Context Protocol (MCP) capabilities into Claude, enabling seamless connections to external data sources and tools. It solves the challenge of context window pollution by using a progressive disclosure model, where capabilities are discovered and executed via subagents or specialized CLI scripts only when needed. With features like intelligent tool selection from persistent JSON catalogs and structured response enforcement through Gemini CLI integration, this skill is essential for developers building complex AI agent architectures that require reliable, multi-server tool orchestration.
