Salesforce Certified MuleSoft Developer I Practice Exam

415 Questions and Answers

$19.99

Salesforce Certified MuleSoft Developer I (Mule 4) – Practice Test & Study Guide

Get ready to pass the Salesforce Certified MuleSoft Developer I – Mule 4 certification with confidence using this expertly designed practice exam. Ideal for integration developers, software engineers, and technical consultants, this resource helps you master API-led connectivity and the core components of the MuleSoft Anypoint Platform.

This comprehensive practice test includes real-world, scenario-based questions that reflect the structure and difficulty of the actual exam. It covers all key topics such as application networks, API implementation and deployment, Mule event structure, DataWeave transformations, error handling, and connectivity using Mule 4 runtime. Each question is accompanied by detailed explanations to help reinforce essential concepts and ensure deep understanding.

Whether you’re designing RESTful APIs, connecting systems, or automating workflows, this exam prep material is designed to boost your technical proficiency and help you earn your certification on the first try.

Key Features:

  • Aligned with the official MuleSoft Developer I (Mule 4) certification guide

  • Scenario-based questions with clear, expert-level explanations

  • Covers DataWeave, API implementation, error handling, and connectors

  • Ideal for developers, integration architects, and API specialists

  • Updated for the latest MuleSoft Anypoint Platform practices

  • Instantly downloadable and mobile-accessible for flexible study

Unlock new integration opportunities with proven certification prep from Studylance.org, your trusted partner for MuleSoft and Salesforce developer success.

Sample Questions and Answers

What is the main purpose of a Mule application?

A. To store customer data in Salesforce
B. To define how data is retrieved, transformed, and transmitted
C. To manage server memory allocation
D. To generate HTML reports

Answer: B
Explanation: A Mule application allows developers to define flows that retrieve, transform, and transmit data between systems using APIs and connectors.

What does the Transform Message component in MuleSoft do?

A. Sends data to external APIs
B. Handles HTTP errors
C. Converts data between formats using DataWeave
D. Authenticates Mule apps

Answer: C
Explanation: The Transform Message component uses DataWeave to convert data between different formats like JSON, XML, CSV, etc.

What is the role of a connector in MuleSoft?

A. Hosts APIs
B. Provides a UI interface
C. Enables communication with external systems
D. Runs batch jobs

Answer: C
Explanation: Connectors are pre-built modules that allow Mule applications to communicate with external systems like databases, APIs, Salesforce, etc.

What language is used in the Transform Message component?

A. Java
B. Groovy
C. DataWeave
D. MQL

Answer: C
Explanation: DataWeave is the expression language used in MuleSoft for transforming data.

What is the correct HTTP status code for a successful POST request that created a resource?

A. 200
B. 201
C. 400
D. 404

Answer: B
Explanation: A 201 Created status code indicates that a new resource has been successfully created on the server.

What is a flow in MuleSoft?

A. A memory allocation block
B. A reusable global variable
C. A sequence of message processors
D. A data encryption standard

Answer: C
Explanation: A flow is a sequence of message processors that define the processing logic in a Mule application.

Which connector would you use to connect to Salesforce in a Mule application?

A. HTTP Connector
B. Salesforce Connector
C. File Connector
D. Database Connector

Answer: B
Explanation: The Salesforce Connector provides out-of-the-box integration with Salesforce APIs.

How does MuleSoft handle errors by default?

A. It retries the operation indefinitely
B. It logs the error and continues
C. It stops the flow and throws an exception
D. It redirects to a custom error page

Answer: C
Explanation: By default, if an error occurs in a flow, MuleSoft throws an exception unless error handling is explicitly defined.

What is the scope of a Flow Variable?

A. Application-wide
B. Until the session ends
C. Within the flow and its sub-flows
D. Across all Mule applications

Answer: C
Explanation: Flow variables are available within the current flow and are also accessible in referenced sub-flows.

Which is true about DataWeave scripts?

A. They are written in XML
B. They always output XML
C. They can read and transform multiple data formats
D. They can only be used in Java apps

Answer: C
Explanation: DataWeave supports various formats like JSON, XML, CSV, and allows transforming data between them.

What does a sub-flow in MuleSoft NOT have?

A. Its own error handler
B. Ability to reuse logic
C. Access to parent flow variables
D. Invocation from a Flow Reference

Answer: A
Explanation: Sub-flows do not have their own error handling scopes; they use the parent flow’s error handling.

What is the default MIME type output by DataWeave when unspecified?

A. text/html
B. application/xml
C. application/json
D. text/plain

Answer: C
Explanation: If the output type is not defined explicitly, DataWeave defaults to application/json.

Which component is used to log payload or variables?

A. Print Component
B. Debugger
C. Logger
D. Alert

Answer: C
Explanation: The Logger component is used to output information such as variable values or payloads to logs.

What does the HTTP Listener require at a minimum to function?

A. Port number and method
B. Host, port, and path
C. Only a host
D. Only a port

Answer: B
Explanation: An HTTP Listener must define the host, port, and path to receive requests.

What is the primary role of APIKit Router?

A. Store logs
B. Forward HTTP requests to databases
C. Route HTTP requests to corresponding flows based on RAML
D. Encrypt API responses

Answer: C
Explanation: APIKit Router maps requests to Mule flows using the RAML specification.

What does the choice router do in MuleSoft?

A. Sends output to all possible routes
B. Picks one path based on an expression
C. Logs all request data
D. Encrypts payloads

Answer: B
Explanation: The choice router evaluates conditions and routes the message to the first matching condition.

How do you set a session variable in MuleSoft?

A. Using set-variable
B. Using set-session-variable
C. Using session-set-variable
D. Using flowVar

Answer: B
Explanation: Session variables are set using the set-session-variable component.

What is the correct syntax for accessing a field called name in a JSON payload using DataWeave?

A. payload.name
B. msg.name
C. body.name
D. var.name

Answer: A
Explanation: In DataWeave, the payload is accessed using the dot notation like payload.name.

Which component allows you to call another flow in Mule?

A. HTTP Request
B. Flow Reference
C. Database Query
D. Logger

Answer: B
Explanation: The Flow Reference component is used to invoke another flow within the same Mule application.

What is the output of the DataWeave expression: [“a”, “b”, “c”] joinBy “-“?

A. abc
B. a-b-c
C. a, b, c
D. [a, b, c]

Answer: B
Explanation: The joinBy function joins elements of a list using the specified separator.

What is a RAML file used for in MuleSoft?

A. Defining security rules
B. Modeling APIs
C. Scheduling flows
D. Logging errors

Answer: B
Explanation: RAML (RESTful API Modeling Language) is used to define and document REST APIs in MuleSoft.

Which Mule event attribute holds the main data being processed?

A. session
B. attributes
C. payload
D. context

Answer: C
Explanation: The payload holds the core data that is transformed and routed in a Mule flow.

What does dw::Core::Strings::upper do in DataWeave?

A. Converts string to title case
B. Converts string to uppercase
C. Reverses string
D. Encrypts string

Answer: B
Explanation: The upper function converts a string to all uppercase characters.

Which error type is thrown when a required query param is missing in an APIKit-based flow?

A. MULE:CONNECTIVITY
B. HTTP:NOT_FOUND
C. APIKIT:MISSING_PARAMETER
D. TRANSFORM:ILLEGAL_ARGUMENT

Answer: C
Explanation: APIKit throws the APIKIT:MISSING_PARAMETER error when a required parameter is not provided.

What’s the use of until-successful scope?

A. Runs flows simultaneously
B. Repeats an operation until it succeeds
C. Caches the output of a request
D. Runs in a separate thread

Answer: B
Explanation: The until-successful scope retries an operation until it completes without error or max retries are reached.

How do you handle errors in a Mule application?

A. Using Try-Catch blocks
B. Error Handler scope
C. Set Logger
D. Scheduler component

Answer: B
Explanation: MuleSoft provides Error Handler scopes like On Error Continue and On Error Propagate for handling errors gracefully.

What does dw::Core::Arrays::filter return?

A. A string
B. A number
C. A filtered array
D. A map

Answer: C
Explanation: The filter function returns a new array containing only elements that match a specified condition.

What is the purpose of On Error Propagate?

A. Stops the flow and returns a custom error response
B. Ignores the error and continues
C. Logs only
D. Automatically retries the operation

Answer: A
Explanation: On Error Propagate handles the error and then propagates it to the next layer, often triggering an error response.

Which transport protocol is NOT supported natively by MuleSoft?

A. FTP
B. HTTP
C. SOAP
D. SMTP

Answer: C
Explanation: SOAP is not a transport protocol; it’s a messaging protocol. MuleSoft supports HTTP, FTP, SMTP, etc.

How can you deploy Mule applications to CloudHub?

A. Using GitHub
B. Using Runtime Manager in Anypoint Platform
C. Only through CLI
D. Manually copying to a server

Answer: B
Explanation: CloudHub deployments are managed through Anypoint Platform’s Runtime Manager UI or via CI/CD tools.

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