Extend Agent Capabilities with Integrations CERTIFIED-GITLAB-DUO-AI-ASSOCIATE Practice Questions (Page 3)

Questions 11–15

1. 11foundation · easy

   What is the primary role of the Model Context Protocol (MCP) in the context of GitLab Duo?

   • AIt is a security layer that encrypts all communication between GitLab Duo and GitLab repositories.
   • BIt is a user interface framework for building custom chat interfaces within GitLab.
   • CIt is a proprietary API used exclusively by GitLab to access internal GitLab services.
   • DIt defines a standard way for the GitLab Duo agent to discover and interact with external tools and data sources.
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2. 12expert · medium

   An organization wants to connect GitLab Duo to an internal MCP server that requires mutual TLS (mTLS) for security. The MCP server is configured correctly and other clients can connect using mTLS. The administrator configures the MCP server URL in GitLab Duo but the agent cannot connect. What is the most likely reason?

   • AThe MCP server is using a self-signed certificate that GitLab Duo does not trust.
   • BGitLab Duo does not support client certificates for mTLS in its MCP configuration.
   • CThe MCP server URL is missing the 'https://' prefix.
   • DThe MCP server is listening on a non-standard port that GitLab Duo blocks.
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4. 13application · medium

   An administrator notices that the GitLab Duo agent is suggesting an MCP tool that the team does not want users to access. The tool is exposed by a connected MCP server. What should the administrator do to prevent the agent from using this tool?

   • AAsk users to ignore the tool when the agent suggests it.
   • BRemove the entire MCP server from GitLab Duo.
   • CChange the MCP server's URL to a different endpoint.
   • DDisable the specific tool in the MCP server's tool management settings in GitLab Duo.
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5. 14application · medium

   An administrator configured an MCP server for a project-management tool. The server is running, but when the agent tries to use a tool, it returns an authentication error. The server logs show the request reached the server. What is the most likely cause?

   • AThe MCP server is not registered in GitLab Duo's MCP settings.
   • BThe MCP server URL is incorrect, so requests are going to the wrong endpoint.
   • CThe MCP server's API token or credentials are invalid or have expired.
   • DThe agent's built-in authentication is conflicting with the MCP server's authentication.
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6. 15application · easy

   A user asks the GitLab Duo agent: 'Summarize the open bugs from our Jira project.' The agent responds with a summary. Which of the following best describes what happened behind the scenes?

   • AThe agent recognized the request, selected the appropriate MCP tool for Jira, invoked it to fetch bug data, and then summarized the results.
   • BThe agent generated the summary from its training data without accessing Jira.
   • CThe agent used its built-in Jira integration to fetch the data directly without any MCP involvement.
   • DThe agent asked the user to provide the Jira API endpoint and credentials before proceeding.
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