Automated discovery, evaluation, and recommendation of MCP servers to expand AI agent capabilities. Maintains a curated database of MCP servers, tracks ecosystem updates, evaluates compatibility, and provides installation guidance. Use when user needs to find new MCPs, evaluate MCP options, install MCP servers, or when capability gaps are detected. Triggers include "find MCP", "new MCP", "MCP for", "install MCP", "what MCPs", "recommend MCP", "MCP servers", or when any tool limitation is detected.