MuleSoft MCD-Assoc Q&A - in .pdf

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  • Exam Code: MCD-Assoc
  • Exam Name: MuleSoft Certified Developer - Integration and API Associate (Mule 3)
  • Updated: Sep 04, 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

  • Define and correctly use the terms API, API implementation, API interface, API consumer, and API - invocation.
  • Describe the role and characteristics of the “modern API.”
  • Describe the purpose and roles of a Center for Enablement (C4E).
  • Explain MuleSoft's proposal for closing the IT delivery gap.
  • 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 basics of the HTTP protocol and the characteristics of requests and responses.

2. Designing and consuming APIs

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

3. Accessing and modifying Mule events

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

4. Structuring Mule applications

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

5. Building API implementation interfaces

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

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

8. Transforming data with DataWeave

  • Define and use DataWeave variables, functions, and modules.
  • 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.
  • Define and use custom data types.
  • Use DataWeave functions.
  • Apply correct DataWeave syntax to format strings, numbers, and dates.
  • Call Mule flows from a DataWeave script.

9. Using Connectors

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

10. Processing records

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

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

12. Deploying and managing APIs and integrations

  • Package Mule applications for deployment.
  • 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.
  • Use policies, including client ID enforcement, to secure an API.
  • Deploy applications to CloudHub.

MuleSoft developers are the ones who turn business requirements into various codes as well as design and connect APIs. With MuleSoft Certified Developer – Integration and API Associate (Mule 3), professionals are trained for the skills and knowledge necessary to join this career. The Mulesoft MCD – Assoc exam validates a developer's capability in designing, building, testing, debugging, deploying, and managing basic APIs and integrations.

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

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