CLIHub showed the path: give the LLM a CLI instead of raw tool schemas, and let it --list and --help its way to what it needs. Anthropic's Tool Search showed that even first-party providers see the value in lazy loading. mcp2cli builds on both ideas with a few key differences:
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This propagation ensures that all spans created during the request fall under a single trace. Whenever a service utilizes an existing trace context, it attaches its spans as children of the upstream API call’s span.，更多细节参见手游
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