{Accurately} MCPA Questions (Reliable Exam Preparation)

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Linux Foundation MCPA Questions And Answers

Question 1

Without a shared standard, connecting M AI applications to N tools tends to require on the order of M × N custom integrations. How does an ecosystem-wide protocol like MCP change that integration cost?

A. It keeps the cost at M × N but makes each integration easier to write.

B. It shifts effort toward roughly M + N, since each side implements the standard once.

C. It increases the cost to M × N × 2 because both sides must be adapted.

D. It removes the need for any integration work at either the application side or the tool side.

Answer: B

Question 2

Consider the two main roles in the MCP ecosystem: those who build servers and those who build hosts. Which pairing correctly matches each role to what it typically builds?

A. The protocol maintainers build all servers and hosts centrally.

B. End users build both the servers and the hosts for every integration.

C. Tool and data providers build servers, while AI-application vendors build hosts.

D. AI-application vendors build servers, while tool and data providers build hosts.

Answer: C

Question 3

After a security incident, an organization cannot determine which MCP tools were invoked, by whom, or with what arguments during the affected window. Which governance weakness does this reveal?

A. The tools had each been carefully scoped according to the principle of least privilege.

B. The host happened to communicate with the server over a local stdio transport.

C. The servers were configured to use OAuth authorization instead of static API keys for callers.

D. Missing audit logging of tool invocations and their arguments.

Answer: D