Mulesoft MCPA-Level-1 Exam Questions

151 Questions


Updation Date : 26-Nov-2025



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A system API has a guaranteed SLA of 100 ms per request. The system API is deployed to a primary environment as well as to a disaster recovery (DR) environment, with different DNS names in each environment. An upstream process API invokes the system API and the main goal of this process API is to respond to client requests in the least possible time. In what order should the system APIs be invoked, and what changes should be made in order to speed up the response time for requests from the process API?


A. In parallel, invoke the system API deployed to the primary environment and the system API deployed to the DR environment, and ONLY use the first response


B. In parallel, invoke the system API deployed to the primary environment and the system API deployed to the DR environment using a scatter-gather configured with a timeout, and then merge the responses


C. Invoke the system API deployed to the primary environment, and if it fails, invoke the system API deployed to the DR environment


D. Invoke ONLY the system API deployed to the primary environment, and add timeout and retry logic to avoid intermittent failures





A.
  In parallel, invoke the system API deployed to the primary environment and the system API deployed to the DR environment, and ONLY use the first response

Explanation: Explanation
Correct Answer: In parallel, invoke the system API deployed to the primary environment
and the system API deployed to the DR environment, and ONLY use the first response.
*****************************************
>> The API requirement in the given scenario is to respond in least possible time.
>> The option that is suggesting to first try the API in primary environment and then
fallback to API in DR environment would result in successful response but NOT in least
possible time. So, this is NOT a right choice of implementation for given requirement.
>> Another option that is suggesting to ONLY invoke API in primary environment and to
add timeout and retries may also result in successful response upon retries but NOT in
least possible time. So, this is also NOT a right choice of implementation for given
requirement.
>> One more option that is suggesting to invoke API in primary environment and API in DR
environment in parallel using Scatter-Gather would result in wrong API response as it
would return merged results and moreover, Scatter-Gather does things in parallel which is
true but still completes its scope only on finishing all routes inside it. So again, NOT a right
choice of implementation for given requirement
The Correct choice is to invoke the API in primary environment and the API in DR
environment parallelly, and using ONLY the first response received from one of them

Say, there is a legacy CRM system called CRM-Z which is offering below functions:
1. Customer creation
2. Amend details of an existing customer
3. Retrieve details of a customer
4. Suspend a customer


A.

Implement a system API named customerManagement which has all the functionalities
wrapped in it as various operations/resources


B.

Implement different system APIs named createCustomer, amendCustomer,
retrieveCustomer and suspendCustomer as they are modular and has seperation of concerns


C.

Implement different system APIs named createCustomerInCRMZ,
amendCustomerInCRMZ, retrieveCustomerFromCRMZ and suspendCustomerInCRMZ as
they are modular and has seperation of concerns





B.
  

Implement different system APIs named createCustomer, amendCustomer,
retrieveCustomer and suspendCustomer as they are modular and has seperation of concerns



Correct Answer: Implement different system APIs named createCustomer,
amendCustomer, retrieveCustomer and suspendCustomer as they are modular and has
seperation of concerns
*****************************************
>> It is quite normal to have a single API and different Verb + Resource combinations.
However, this fits well for an Experience API or a Process API but not a best architecture
style for System APIs. So, option with just one customerManagement API is not the best
choice here.
>> The option with APIs in createCustomerInCRMZ format is next close choice w.r.t
modularization and less maintenance but the naming of APIs is directly coupled with the
legacy system. A better foreseen approach would be to name your APIs by abstracting the
backend system names as it allows seamless replacement/migration of any backend
system anytime. So, this is not the correct choice too.
>> createCustomer, amendCustomer, retrieveCustomer and suspendCustomer is the right
approach and is the best fit compared to other options as they are both modular and same
time got the names decoupled from backend system and it has covered all requirements a
System API needs.

Which of the following best fits the definition of API-led connectivity?


A.

API-led connectivity is not just an architecture or technology but also a way to organize people and processes for efficient IT delivery in the organization


B.

API-led connectivity is a 3-layered architecture covering Experience, Process and System layers


C.

API-led connectivity is a technology which enabled us to implement Experience, Process and System layer based APIs





A.
  

API-led connectivity is not just an architecture or technology but also a way to organize people and processes for efficient IT delivery in the organization



Explanation: Explanation
Correct Answer: API-led connectivity is not just an architecture or technology but also a
way to organize people and processes for efficient IT delivery in the organization.
*****************************************
Reference: https://blogs.mulesoft.com/dev/api-dev/what-is-api-led-connectivity/

Which of the below, when used together, makes the IT Operational Model effective?


A.

Create reusable assets, Do marketing on the created assets across organization, Arrange time to time LOB reviews to ensure assets are being consumed or not


B.

Create reusable assets, Make them discoverable so that LOB teams can self-serve and browse the APIs, Get active feedback and usage metrics


C.

Create resuable assets, make them discoverable so that LOB teams can self-serve and browse the APIs





C.
  

Create resuable assets, make them discoverable so that LOB teams can self-serve and browse the APIs



Explanation: Explanation
Correct Answer: Create reusable assets, Make them discoverable so that LOB teams can self-serve and browse the APIs, Get active feedback and usage metrics.

Diagram, arrow
Description automatically generated

Version 3.0.1 of a REST API implementation represents time values in PST time using ISO 8601 hh:mm:ss format. The API implementation needs to be changed to instead represent time values in CEST time using ISO 8601 hh:mm:ss format. When following the semver.org semantic versioning specification, what version should be assigned to the updated API implementation?


A.

3.0.2


B.

4.0.0


C.

3.1.0


D.

3.0.1





B.
  

4.0.0



Explanation: Explanation
Correct Answer: 4.0.0
*****************************************
As per semver.org semantic versioning specification:
Given a version number MAJOR.MINOR.PATCH, increment the:
- MAJOR version when you make incompatible API changes.
- MINOR version when you add functionality in a backwards compatible manner.
- PATCH version when you make backwards compatible bug fixes.
As per the scenario given in the question, the API implementation is completely changing
its behavior. Although the format of the time is still being maintained as hh:mm:ss and there
is no change in schema w.r.t format, the API will start functioning different after this change
as the times are going to come completely different.
Example: Before the change, say, time is going as 09:00:00 representing the PST. Now on,
after the change, the same time will go as 18:00:00 as Central European Summer Time is
9 hours ahead of Pacific Time.
>> This may lead to some uncertain behavior on API clients depending on how they are
handling the times in the API response. All the API clients need to be informed that the API
functionality is going to change and will return in CEST format. So, this considered as a
MAJOR change and the version of API for this new change would be 4.0.0

An API experiences a high rate of client requests (TPS) vwth small message paytoads.
How can usage limits be imposed on the API based on the type of client application?


A.

Use an SLA-based rate limiting policy and assign a client application to a matching SLA
tier based on its type


B.

Use a spike control policy that limits the number of requests for each client application
type


C.

Use a cross-origin resource sharing (CORS) policy to limit resource sharing between
client applications, configured by the client application type


D.

Use a rate limiting policy and a client ID enforcement policy, each configured by the
client application type





A.
  

Use an SLA-based rate limiting policy and assign a client application to a matching SLA
tier based on its type



Explanation: Correct Answer: Use an SLA-based rate limiting policy and assign a client
application to a matching SLA tier based on its type.
*****************************************
>> SLA tiers will come into play whenever any limits to be imposed on APIs based on client
type
Reference: https://docs.mulesoft.com/api-manager/2.x/rate-limiting-and-throttling-slabased-
policies

A company requires Mule applications deployed to CloudHub to be isolated between nonproduction
and production environments. This is so Mule applications deployed to nonproduction
environments can only access backend systems running in their customerhosted
non-production environment, and so Mule applications deployed to production
environments can only access backend systems running in their customer-hosted
production environment. How does MuleSoft recommend modifying Mule applications,
configuring environments, or changing infrastructure to support this type of perenvironment
isolation between Mule applications and backend systems?


A.

Modify properties of Mule applications deployed to the production Anypoint Platform
environments to prevent access from non-production Mule applications


B.

Configure firewall rules in the infrastructure inside each customer-hosted environment so
that only IP addresses from the corresponding Anypoint Platform environments are allowed
to communicate with corresponding backend systems


C.

Create non-production and production environments in different Anypoint Platform
business groups


D.

Create separate Anypoint VPCs for non-production and production environments, then configure connections to the backend systems in the corresponding customer-hosted
environments





D.
  

Create separate Anypoint VPCs for non-production and production environments, then configure connections to the backend systems in the corresponding customer-hosted
environments



Explanation: Explanation
Correct Answer: Create separate Anypoint VPCs for non-production and production
environments, then configure connections to the backend systems in the corresponding
customer-hosted environments.
*****************************************
>> Creating different Business Groups does NOT make any difference w.r.t accessing the
non-prod and prod customer-hosted environments. Still they will be accessing from both
Business Groups unless process network restrictions are put in place.
>> We need to modify or couple the Mule Application Implementations with the
environment. In fact, we should never implements application coupled with environments
by binding them in the properties. Only basic things like endpoint URL etc should be
bundled in properties but not environment level access restrictions.
>> IP addresses on CloudHub are dynamic until unless a special static addresses are
assigned. So it is not possible to setup firewall rules in customer-hosted infrastrcture. More
over, even if static IP addresses are assigned, there could be 100s of applications running
on cloudhub and setting up rules for all of them would be a hectic task, non-maintainable
and definitely got a good practice.
>> The best practice recommended by Mulesoft (In fact any cloud provider), is to have
your Anypoint VPCs seperated for Prod and Non-Prod and perform the VPC peering or
VPN tunneling for these Anypoint VPCs to respective Prod and Non-Prod customer-hosted
environment networks.
: https://docs.mulesoft.com/runtime-manager/virtual-private-cloud
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Refer to the exhibits.


A. Option A


B. Option B


C. Option C


D. Option D





B.
  Option B


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