MCP Server
Protocol and integration surfaces that let assistants reach real tools and data. The operator question is not novelty; it is whether connectors are reusable, inspectable, and safe enough for daily workflows.
category decision read
operator question
How should assistants reach tools, files, APIs, and internal systems?
evaluation lens
Judge by connector reuse, permission clarity, client support, auditability, and failure-mode visibility.
use when
Use this lane when integration surface area, not model choice, is the main adoption question.
avoid when
Avoid this lane when tool permissions, audit paths, and connector ownership are not yet explicit.
adoption tradeoff
Protocol reach increases leverage, but connector sprawl can outpace governance if access boundaries are vague.