Mulesoft MCPA-Level-1 Exam Questions

151 Questions


Updation Date : 3-Nov-2025



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Which APIs can be used with DataGraph to create a unified schema?


A. APIs 1, 3, 5


B. APIs 2, 4 ,6


C. APIs 1, 2, s5, 6


D. APIs 1, 2, 3, 4





D.
  APIs 1, 2, 3, 4

Explanation:
To create a unified schema in MuleSoft's DataGraph, APIs must be exposed in a way that allows DataGraph to pull and consolidate data from these APIs into a single schema accessible to consumers. DataGraph provides a federated approach, combining multiple APIs to form a single, unified API endpoint.
In this setup:
APIs 1, 2, 3, and 4 are suitable candidates for DataGraph because they are hosted within the Customer VPC on CloudHub and are accessible either through a Shared Load Balancer (LB) or a Dedicated Load Balancer (DLB). Both of these load balancers provide public access, which is a necessary condition for DataGraph as it must access the APIs to aggregate data.
APIs 5 and 6 are hosted on Customer Hosted Server 2, which is explicitly marked as "Not public". Since DataGraph requires API access through a publicly reachable endpoint to aggregate them into a unified schema, APIs 5 and 6 cannot be used with DataGraph in this configuration.
APIs 3 and 4 on Customer Hosted Server 1 appear accessible through a Shared LB, implying public accessibility that meets DataGraph’s requirements.
By combining APIs 1, 2, 3, and 4 within DataGraph, you can create a unified schema that enables clients to query data seamlessly from all these APIs as if it were from a single source.
This setup allows for efficient data retrieval and can simplify API consumption by reducing the need to call multiple APIs individually, thus optimizing performance and developer experience.

An online store's marketing team has noticed an increase in customers leaving online baskets without checking out. They suspect a technology issue is at the root cause of the baskets being left behind. They approach the Center for Enablement to ask for help identifying the issue. Multiple APIs from across all the layers of their application network are involved in the shopping application. Which feature of the Anypoint Platform can be used to view metrics from all involved APIs at the same time?


A. Custom dashboards


B. Built-in dashboards


C. Functional monitoring


D. API Manager





B.
  Built-in dashboards

What is a key requirement when using an external Identity Provider for Client Management in Anypoint Platform?


A.

Single sign-on is required to sign in to Anypoint Platform


B.

The application network must include System APIs that interact with the Identity
Provider


C.

To invoke OAuth 2.0-protected APIs managed by Anypoint Platform, API clients must submit access tokens issued by that same Identity Provider


D.

APIs managed by Anypoint Platform must be protected by SAML 2.0 policies





C.
  

To invoke OAuth 2.0-protected APIs managed by Anypoint Platform, API clients must submit access tokens issued by that same Identity Provider



Explanation: https://www.folkstalk.com/2019/11/mulesoft-integration-and-platform.html
Explanation
Correct Answer: To invoke OAuth 2.0-protected APIs managed by Anypoint Platform, API
clients must submit access tokens issued by that same Identity Provider
*****************************************
>> It is NOT necessary that single sign-on is required to sign in to Anypoint Platform
because we are using an external Identity Provider for Client Management
>> It is NOT necessary that all APIs managed by Anypoint Platform must be protected by
SAML 2.0 policies because we are using an external Identity Provider for Client
Management
>> Not TRUE that the application network must include System APIs that interact with the
Identity Provider because we are using an external Identity Provider for Client Management
Only TRUE statement in the given options is - "To invoke OAuth 2.0-protected APIs
managed by Anypoint Platform, API clients must submit access tokens issued by that same
Identity Provider"
References:
https://docs.mulesoft.com/api-manager/2.x/external-oauth-2.0-token-validation-policy
https://blogs.mulesoft.com/dev/api-dev/api-security-ways-to-authenticate-and-authorize/

Which of the following sequence is correct?


A.

API Client implementes logic to call an API >> API Consumer requests access to API >>
API Implementation routes the request to >> API


B.

API Consumer requests access to API >> API Client implementes logic to call an API >>
API routes the request to >> API Implementation


C.

API Consumer implementes logic to call an API >> API Client requests access to API >>
API Implementation routes the request to >> API


D.

API Client implementes logic to call an API >> API Consumer requests access to API >>
API routes the request to >> API Implementation





B.
  

API Consumer requests access to API >> API Client implementes logic to call an API >>
API routes the request to >> API Implementation



Explanation: Explanation
Correct Answer: API Consumer requests access to API >> API Client implementes logic to
call an API >> API routes the request to >> API Implementation
*****************************************
>> API consumer does not implement any logic to invoke APIs. It is just a role. So, the
option stating "API Consumer implementes logic to call an API" is INVALID.
>> API Implementation does not route any requests. It is a final piece of logic where
functionality of target systems is exposed. So, the requests should be routed to the API
implementation by some other entity. So, the options stating "API Implementation routes
the request to >> API" is INVALID
>> The statements in one of the options are correct but sequence is wrong. The sequence
is given as "API Client implementes logic to call an API >> API Consumer requests access
to API >> API routes the request to >> API Implementation". Here, the statements in the
options are VALID but sequence is WRONG.
>> Right option and sequence is the one where API consumer first requests access to API
on Anypoint Exchange and obtains client credentials. API client then writes logic to call an
API by using the access client credentials requested by API consumer and the requests will
be routed to API implementation via the API which is managed by API Manager

Refer to the exhibit. An organization needs to enable access to their customer data from
both a mobile app and a web application, which each need access to common fields as
well as certain unique fields.
The data is available partially in a database and partially in a 3rd-party CRM system.
What APIs should be created to best fit these design requirements?



A.

Option A


B.

Option B


C.

Option C


D.

Option D





C.
  

Option C



Explanation: Explanation
Correct Answer: Separate Experience APIs for the mobile and web app, but a common
Process API that invokes separate System APIs created for the database and CRM system
*****************************************
As per MuleSoft's API-led connectivity:

>> Experience APIs should be built as per each consumer needs and their experience.
>> Process APIs should contain all the orchestration logic to achieve the business
functionality.
>> System APIs should be built for each backend system to unlock their data.
Reference: https://blogs.mulesoft.com/dev/api-dev/what-is-api-led-connectivity

A customer has an ELA contract with MuleSoft. An API deployed to CloudHub is consistently experiencing performance issues. Based on the root cause analysis, it is determined that autoscaling needs to be applied. How can this be achieved?


A. Configure a policy so that when the number of HTTP requests reaches a certain threshold the number of workers/replicas increases (horizontal scaling)


B. Configure two separate policies: When CPU and memory reach certain threshold, increase the worker/replica type (vertical sealing) and the number of workers/replicas (horizontal sealing)


C. Configure a policy based on CPU usage so that CloudHub auto-adjusts the number of workers/replicas (horizontal scaling)


D. Configure a policy so that when the response time reaches a certain threshold the worker/replica type increases (vertical scaling)





C.
  Configure a policy based on CPU usage so that CloudHub auto-adjusts the number of workers/replicas (horizontal scaling)

Explanation:
In MuleSoft CloudHub, autoscaling is essential to managing application load efficiently. CloudHub supports horizontal scaling based on CPU usage, which is wellsuited to applications experiencing variable demand and needing responsive resource allocation.

  • Autoscaling on CloudHub:
  • Why Option C is Correct:
  • Explanation of Incorrect Options:
References
For more on CloudHub’s autoscaling configuration, refer to MuleSoft documentation on CloudHub autoscaling policies.

Which layer in the API-led connectivity focuses on unlocking key systems, legacy systems, data sources etc and exposes the functionality?


A.

Experience Layer


B.

Process Layer


C.

System Layer





C.
  

System Layer



Explanation: Explanation
Correct Answer: System Layer

What Anypoint Connectors support transactions?


A.

Database, JMS, VM


B.

Database, 3MS, HTTP


C.

Database, JMS, VM, SFTP


D.

Database, VM, File





A.
  

Database, JMS, VM




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