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Since introducing Skills, there's been interest in understanding how the various components of Claude's agentic ecosystem work together. Whether you'rebuilding sophisticatedworkflows in Claude Code,creating enterprise solutions with theAPI, or maximizing your productivity on Claude.ai, knowing which tool to reach for—and when—can transform how you work with Claude. Thisguidebreaks down each
Published Nov 04, 2025 Direct tool calls consume context for each definition and result. Agents scale better by writing code to call tools instead. Here's howit works with MCP. The Model Context Protocol (MCP) is an open standard for connectingAI agents to external systems. Connecting agents to tools and data traditionally requires a custom integration for each pairing,creating fragmentation an
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