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Compare servers	Labgrid MCP
Purpose	MCP server exposing labgrid hardware-in-the-loop device operations to LLM agents — 47 tools over coordinator gRPC + labgrid's client-side driver stack (power/console/io/flash/mux/SSH). Standalone, coordinator-agnostic.
Authentication (maintainer declared)	Unknown
Public launch command	uvx labgrid-mcp
Configuration source	Public install instructions
Observed tools	Unknown
Last complete tool check	Unknown
License	Apache-2.0
	Open setup

A complete tool check lists tools; it does not exercise them or certify security.