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MCP has a feature called sampling which does this, but this might not be too useful for your context. [0]

In a project I’m working on I simply present some data and a prompt, the user can then pipe this into a LLM CLI such as Claude Code.

Sampling seemed so promising, but do we know if some MCPs managed to leverage this feature successfully?

if i recall the issue is that most mcp capable client APPs (Cursor, Claude Code, etc) don’t yet support it! VSCode is an exception.