An agent needs to access a company's internal ticketing system to retrieve and update support tickets. The ticketing system exposes a REST API. Which MCP server integration approach is most appropriate?

Use a managed MCP server that directly connects to the ticketing system without any configuration.

Build a custom MCP server that wraps the ticketing API and exposes the operations as MCP tools.

Connect the agent directly to the ticketing API without an MCP server.

Use an external MCP server that is pre-configured for all ticketing systems.

A company wants to give its internal support agents a chatbot that can query a proprietary knowledge base stored in a private S3 bucket. The knowledge base is accessed via a custom API that the company built. The chatbot must not expose the API credentials to end users. Which type of MCP server should the company use?

Managed MCP server hosted by a third-party provider

Managed MCP server provided by the agent framework vendor

External MCP server that wraps the custom API

Custom MCP server deployed within the company's VPC

A developer is building a web interface for an agent that helps users troubleshoot network issues. The interface should allow users to describe the issue in natural language and then guide them through diagnostic steps. The developer wants to minimize the number of clicks and provide immediate feedback. Which design approach best meets these requirements?

A single-page form with all diagnostic steps

A chat interface with quick-reply buttons for common issues

A multi-step form with a progress bar

A developer is building a web interface for an agent that helps users fill out complex forms. The interface should guide users step-by-step and show progress. Which design approach best supports this user experience?

A single-page chat interface with a text input box

A multi-step wizard with a progress bar

A simple form with all fields on one page

DatabricksCertified Generative AI Engineer Associate

Domain 4Objective 4

Integrate External Services and Interfaces GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 3)

Part of the Section 4: Assembling and Deploying Applications domain, which makes up ~11% of our current practice bank. Databricks does not publish an official question count, but from its 90-minute exam (~35–60 total, ~4–7 in this domain), expect 1–2 from this objective — we provide 20 practice questions to prepare you well beyond it. (estimate)

20questions here

4free pages

4concepts

Questions 11–15

11foundation · easy
An agent needs to access a company's internal ticketing system to retrieve and update support tickets. The ticketing system exposes a REST API. Which MCP server integration approach is most appropriate?
Select an answer first
12application · medium
A company wants to deploy an agent that helps employees book meeting rooms and check availability. Employees are already using Microsoft Teams daily. Which interface should the company choose for the agent?
Select an answer first
13application · medium
A company wants to give its internal support agents a chatbot that can query a proprietary knowledge base stored in a private S3 bucket. The knowledge base is accessed via a custom API that the company built. The chatbot must not expose the API credentials to end users. Which type of MCP server should the company use?
Select an answer first
14expert · hard
A developer is building a web interface for an agent that helps users troubleshoot network issues. The interface should allow users to describe the issue in natural language and then guide them through diagnostic steps. The developer wants to minimize the number of clicks and provide immediate feedback. Which design approach best meets these requirements?
Select an answer first
15application · medium
A developer is building a web interface for an agent that helps users fill out complex forms. The interface should guide users step-by-step and show progress. Which design approach best supports this user experience?
Select an answer first

Finished these 5 questions?

Review the revealed explanations, or continue through the curriculum.

Next 5 questions →Back to GENERATIVE-AI-ENGINEER-ASSOCIATE

Free Basic Practice is a study aid with revealable answers — not a scored exam. Examers.io is independent and not affiliated with or endorsed by Databricks. “GENERATIVE-AI-ENGINEER-ASSOCIATE” is a trademark of its owner, used for identification only.

Integrate External Services and Interfaces GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 3)

Questions 11–15

An agent needs to access a company's internal ticketing system to retrieve and update support tickets. The ticketing system exposes a REST API. Which MCP server integration approach is most appropriate?

A company wants to deploy an agent that helps employees book meeting rooms and check availability. Employees are already using Microsoft Teams daily. Which interface should the company choose for the agent?

A developer is building a web interface for an agent that helps users fill out complex forms. The interface should guide users step-by-step and show progress. Which design approach best supports this user experience?

Keep studying — Section 4: Assembling and Deploying Applications