A team is building an agent that needs to fetch real-time stock prices from a public market data API and also access a private internal database. The agent will be deployed in a Databricks workspace. Which MCP server setup best meets these requirements?

Use a custom MCP server for the public API and an external MCP server for the internal database

Use an external MCP server for the public API and a custom MCP server for the internal database

Use a single managed MCP server for both the public API and the internal database

Use only external MCP servers for both the public API and the internal database

When developing a web interface for an agent, which practice best improves the user experience for handling long-running tasks?

Providing immediate feedback and progress indicators while the agent processes the request

Limiting the interface to only one user at a time

Making the user wait without any feedback until the task completes

Disabling all buttons until the task is complete

DatabricksCertified Generative AI Engineer Associate

Domain 4Objective 4

Integrate External Services and Interfaces GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 4)

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 16–20

16foundation · easy
Which type of MCP server is hosted and maintained by a third-party provider, and is accessed by an agent over the network without the organization managing the underlying infrastructure?
Select an answer first
17application · medium
A team is building an agent that needs to fetch real-time stock prices from a public market data API and also access a private internal database. The agent will be deployed in a Databricks workspace. Which MCP server setup best meets these requirements?
Select an answer first
18application · medium
A company wants to deploy an agent for internal HR queries. Employees are distributed across different time zones and use various devices. The agent should be accessible via a web browser. Which interface should the company choose?
Select an answer first
19application · medium
A developer is creating an agent interface for a customer support chatbot. The chatbot should allow users to upload files (e.g., screenshots) and receive responses. Which interface feature is essential for this use case?
Select an answer first
20foundation · easy
When developing a web interface for an agent, which practice best improves the user experience for handling long-running tasks?
Select an answer first

Finished these 5 questions?

Review the revealed explanations, or continue through the curriculum.

No more pagesBack 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 4)

Questions 16–20

Which type of MCP server is hosted and maintained by a third-party provider, and is accessed by an agent over the network without the organization managing the underlying infrastructure?

A team is building an agent that needs to fetch real-time stock prices from a public market data API and also access a private internal database. The agent will be deployed in a Databricks workspace. Which MCP server setup best meets these requirements?

A company wants to deploy an agent for internal HR queries. Employees are distributed across different time zones and use various devices. The agent should be accessible via a web browser. Which interface should the company choose?

A developer is creating an agent interface for a customer support chatbot. The chatbot should allow users to upload files (e.g., screenshots) and receive responses. Which interface feature is essential for this use case?

When developing a web interface for an agent, which practice best improves the user experience for handling long-running tasks?

Keep studying — Section 4: Assembling and Deploying Applications