MuleSoft MCD-Assoc : MuleSoft Certified Developer - Integration and API Associate (Mule 3)

MCD-Assoc real exams

Exam Code: MCD-Assoc

Exam Name: MuleSoft Certified Developer - Integration and API Associate (Mule 3)

Updated: Sep 03, 2025

Q & A: 62 Questions and Answers

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Topics of MuleSoft Certified Developer - Integration and API Associate (Mule 3) Exam

Candidates must know the exam topics before they start of preparation. Because it will really help them in hitting the core. Our MuleSoft Certified Developer - Integration and API Associate (Mule 3) exam dumps will include the following topics:

1. Explaining application network basics

  • Describe the purpose and roles of a Center for Enablement (C4E).
  • Describe the basics of the HTTP protocol and the characteristics of requests and responses.
  • Define and correctly use the terms API, API implementation, API interface, API consumer, and API - invocation.
  • Define and describe the benefits of API-led connectivity and application networks.
  • Describe the capabilities and high-level components of Anypoint Platform for the API lifecycle.
  • Describe the role and characteristics of the “modern API.”
  • Explain MuleSoft's proposal for closing the IT delivery gap.

2. Designing and consuming APIs

  • Read a RAML spec and formulate RESTful requests with query parameters and/or headers as appropriate.
  • Identify when and how to define query parameters vs URI parameters.
  • Describe the lifecycle of the “modern API.”
  • Use RAML to define API parameters, requests, and responses.
  • Use RAML to define API resources, nested resources, and methods.
  • Use RAML to define reusable data types and format-independent examples.

3. Accessing and modifying Mule events

  • Describe the Mule event data structure.
  • Write DataWeave expressions to access and modify event payloads, attributes, and variables.
  • Enrich Mule events using target parameters.
  • Use transformers to set event payloads, attributes, and variables.

4. Structuring Mule applications

  • Define and reuse global configurations in an application.
  • Specify what data (payload, attributes, variables) is persisted between flows when a Flow Reference - is used.
  • Break an application into multiple flows using private flows, subflows, and the Flow Reference component.
  • Specify what data (payload, attributes, variables) exists in a flow before and after a call in the middle of a flow to an external resource.
  • Parameterize an application using property placeholders.
  • Specify what data (payload, attributes, variables) is persisted between flows when a Mule event - crosses a connection boundary.

5. Building API implementation interfaces

  • Generate a REST Connector from a RAML specification.
  • Use APIkit to create implementation flows from a RAML file.
  • Manually create a RESTful interface for a Mule application.
  • Describe how requests are routed through flows generated by APIkit.
  • Describe the features and benefits of APIkit.

6. Routing events

  • Use the Scatter-Gather router to multicast events.
  • Validate data using the Validation module.
  • Use the Choice router to route events based on conditional logic.

7. Handling errors

  • Define a custom global default error handler for an application and identify in what situations it will be used.
  • Compare and contrast how the On Error Continue and On Error Propagate scopes work.
  • Describe the data structure of the Mule Error object.
  • Use the Try scope to specify error handlers for one or more event processors.
  • Map errors to custom application errors.
  • Create one or more error handlers for a flow.
  • Describe the default error handling in a Mule application.

8. Transforming data with DataWeave

  • Call Mule flows from a DataWeave script.
  • Write DataWeave scripts to convert JSON, XML, and Java data structures to different data structures and data types.
  • Apply correct DataWeave syntax to coerce data types.
  • Apply correct DataWeave syntax to format strings, numbers, and dates.
  • Define and use DataWeave variables, functions, and modules.
  • Define and use custom data types.
  • Use DataWeave functions.

9. Using Connectors

  • List, read, and write local files using the File connector.
  • Use a Web Service Consumer connector to consume SOAP web services.
  • Create parameterized SQL queries for the Database connector.
  • Retrieve data from a Database using the Database connector.
  • List, read, and write remote files using the FTP connector.
  • Use the JMS connector to publish and listen for JMS messages.
  • Retrieve data from a REST service using HTTP Request or a REST Connector.
  • Use the Transform Message component to pass arguments to a SOAP web service.

10. Processing records

  • Describe the features, benefits, and process to use automatic watermarking vs manual watermarking.
  • Use connectors with automatic watermarking capabilities.
  • Use the For Each scope to process records.
  • Use connector listeners to trigger flows.
  • Use a Batch Job with Batch Steps and a Batch Aggregator to process records.
  • Use the Scheduler component to trigger a flow.
  • Explain how Mule events are processed by the Batch Job scope.
  • Persist data between flow executions using the Object Store.
  • Explain how Mule events are processed by the For Each scope.
  • List and compare and contrast the methods for processing individual records in a collection.
  • Describe the features, benefits, and process to use watermarking.

11. Debugging and troubleshooting Mule applications

  • Install missing Maven dependencies.
  • Use breakpoints to inspect a Mule event during runtime.
  • Read and decipher Mule log error messages.

12. Deploying and managing APIs and integrations

  • Deploy applications to CloudHub.
  • Connect an API implementation to API Manager using autodiscovery.
  • Create and deploy API proxies.
  • Use CloudHub properties to ensure deployment success.
  • Create SLA tiers and apply SLA based policies.
  • Package Mule applications for deployment.
  • Use policies, including client ID enforcement, to secure an API.

MuleSoft Certified Developer - Integration and API Associate (Mule 3) Certification Path

MuleSoft Certified Developer - Integration and API Associate (Mule 3) Exam is foundation level Certification. As such There is no prerequisite for this course. Anyone who is having keen interest and familiar with MuleSoft technology are well invited to pursue this certification.

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Learning the Core Topics

MuleSoft continuously builds innovative products to connect a particular application, data, and device within an organization. Developers like you, being a valuable component in the digital transformation process, must first validate yourselves to guarantee everyone, especially the employers, of your skills. To give you an overview of the MCD - Assoc exam, here are the primary components you will be dealing with.

  • Troubleshooting and Debugging

    Debugging and troubleshooting these applications is also part of the competencies needed. You should learn how to inspect Mule messages during runtime and be able to decipher Mule log error messages as well as install missing dependencies and drivers.

  • DataWeave

    Run through DataWeave scripts in transforming data from JSON, XML, and Java to various data structures and types. Internalize the DataWeave operators and correct syntax for you to either coerce data types or format strings, numbers, and dates. From that DataWeave script, try calling Mule flows or global MEL functions.

  • API implementation interfaces

    Here, you should be able to define APIkit and derive an implementation flow from a RAML file. Examine how requests are routed through flow and manually develop a RESTful interface for a Mule application.

  • APIs and integrations

    Carry out the process in packaging and deploying Mule applications to the CloudHub. Also, train yourself in creating API proxies and SLA tiers. Make sure to understand autodiscovery for linking API implementation to the API Manager.

  • Application Network basics

    From the moment you enter into the realm of MuleSoft, you must initially understand MuleSoft's proposal in addressing the IT delivery gap. That comes with a comprehensive knowledge of the role and characteristics of “modern API”, the importance of Center for Enablement (C4E), and the benefits of employing API-led connectivity and application networks. Also, don't miss out on the various terms used in API together with the basics of the HTTP protocol and Anypoint Platform.

  • Mule applications

    Understand the works behind Mule applications including the specific data persisting between flows in a Flow Reference or between a Mule message crossing a transport boundary. Read on the data existing in a flow before and after a call as well. Set parameters for a given application with property placeholders and break them into multiple flows.

  • Application Programming Interface

    In this industry, there is an unlimited mention of API even if you are not talking about MCD Developers. APIs are the core of Anypoint Platform serving as the software intermediary to create interface connectivity. Hence, learn as much as you can in designing and consuming APIs.

  • Messages and errors

    For routing messages, be acquainted with the Choice router, Scatter-Gather router, and Filters. Go over the Validation module to be accustomed to validating data. When handling errors, you should know the default exception strategy and the multiple catch exception strategies and recognize which situations they are called for.

  • Mule messages

    Be familiar with the data structure of Mule messages and how to enrich them through Message Enricher. Practice setting message payloads, properties, and flow variables using transformers and MEL expressions.

  • Connectors and records

    Connectors allow you to retrieve data from a Database or a REST service. Grasp the various connectors involved in the Anypoint Platform and Studio. Additionally, comprehend the methods and the system behind processing records in a collection.

All these concepts strengthen your skills in dealing seamlessly with Anypoint Platform. However, bear in mind that it is not enough to just understand the topics. You have to apply this knowledge to practical use being aware of how to connect the dots and comprehend how each process comes about.

Reference: https://training.mulesoft.com/exam/mcd-assoc

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