Salesforce MuleSoft-Integration-Associate Dumps
| Exam Code | MuleSoft-Integration-Associate |
| Exam Name | Salesforce Certified MuleSoft Integration Associate (SP25) Exam |
| Update Date | 16 Aug, 2026 |
| Total Questions | 40 Questions Answers With Explanation |
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Question # 1
An organization is choosing between API-led connectivity and other integration approachesAccording to MuleSoft which business benefit is associated with an API-led connectivityapproach using Anypoint Platform?
A. Higher outcome repeatability through centralized development
B. Greater project predictability through tight coupling of systems
C. Improved security through adoption of monolithic architectures
D. Increased developer productivity through self-service of API assets
Question # 2
Which Exchange asset type represents a complete API specification in RAML or OAS format?
A. SOAP APIs
B. REST APIs
C. Connectors
D. API Spec Fragments
Question # 3
A system administrator needs to determine when permissions were last changed for an Anypoint Platform user.Which Anypoint Platform component should the administrator use to obtain this information?
A. Audit Logging
B. Anypoint Studio
C. Mule Stack Traces
D. Anypoint Monitoring
Question # 4
A Kubernetes controller automatically adds another pod replica to the resource pool inresponse to increased application loadWhich scalability option is the controller implementing?
A. Horizontal
B. Down
C. Diagonal
D. Vertical
Question # 5
A developer needs to discover which API specifications have been created within theorganization before starting a new projectWhich Anypoint Platform component can the developer use to find and try out the currentlyreleased API specifications?
A. API Manager
B. Runtime Manager
C. Object Store
D. Anypoint Exchange
Question # 6
An IT integration team followed an API-led connectivity approach to implement an orderfulfillmentbusiness process It created an order processing API that coordinates statefulinteractions with a variety of microservices that validate, create and fulfill new productorders.Which interaction composition pattern did the integration architect who designed this orderprocessing API use?
A. Multicasting
B. Orchestration
C. Streaming
D. Aggregation
Question # 7
An organization's IT team must secure all of the internal APIs within an integration solutionby using an API proxy to apply required authentication and authorization policiesWhich integration technology, when used for its intended purpose should the team chooseto meet these requirements if all other relevant factors are equal?
A. Integration Platform-as-a-Service (iPaaS)
B. API Management (APIM)
C. Robotic Process Automation (RPA)
D. Electronic Data Interchange (EDI)
Question # 8
An integration architect is designing an API that must accept requests from API clients for both XML and JSON content over HTTP/1 1 by default. Which API architectural style when used for its intended and typical purposes, should thearchitect choose to meet these requirements?
A. SOAP
B. GraphQL
C. REST
D. gRPC
Question # 9
Which AnypointPlatform component should a MuleSoft developer use to create an APIspecification prior to building the API implementation?
A. MUnit
B. API Designer
C. Runtime Manager
D. API Manager
Question # 10
According to MuleSoft which deployment characteristic applies to a microservices application architecture?
A. Core business capabilities are encapsulated in a single deployable application
B. A deployment to enhance one capability requires a redeployment of all capabilities
C. All services of an application can be deployed together as single Java WAR file
D. Services exist as independent deployment artifacts and can be scaled independently of other services
Question # 11
A developer is examining the responses from a RESTful web service that is compliant withthe Hypertext Transfer Protocol (HTTP/1 1) as defined by the Internet Engineering TaskForce (IETF).In this HTTP/1 1-comphanl web service, which class of HTTP response status codesshould be specified to indicate when client requests are successfully received, understoodand accepted by the web service?
A. 2xx
B. 3xx
C. 5xx
D. 4xx
Question # 12
Which role is primarily responsible for building API implementations as part of a typicalMuleSoft integration project?
A. API Developer
B. API Designer
C. Operations
D. Integration Architect
Question # 13
During a planning session with the executive leadership, the development team directorpresents plans for a new API to expose the data in the company's order database. Anearlier effort to build an API on top of this data failed, so the director is recommending adesign-first approach.Which characteristics of a design-first approach will help make this API successful?
A. Building MUnit tests so administrators can confirm code coverage percentage during deployment
B. Publishing the fully implemented API to Exchange so all developers can reuse the API
C. Developing a specification so consumers can test before the implementation is built
D. Adding global policies to the API so all developers automatically secure the implementation before coding anything
Question # 14
An organization's IT learn follows an API-led connectivity approach and must use AnypomtPlatform to implement a System API that securely accesses customer data Theorganization uses Salesforce as the system of record for all customer data and its mostimportant objective is to reduce the overall development time to release the System APIThe team's integration architect has identified four different approaches to access thecustomer data from within the implementation of the System API by using differentAnypoint Connectors that all meet the technical requirements of the projectWhich approach should the team choose to meet the organization's objective to reduce thetime to develop and release the System API?
A. Use the Anypoint Connector for Salesforce to connect to the Salesforce APIs to directlyaccess the customer data
B. Use the Anypoint Connector for HTTP to connect to the Salesforce APIs to directlyaccess the customer data
C. Use the Anypoint Connector for Database to connect to a MySQL database to access acopy of the customer data
D. Use the Anypoint Connector for FTP to download a file containing a recent near-realtime extract of the customer data
Question # 15
In which order are the API Client API Implementation and API Interface components calledm a typical REST request?
A. API Client > API Interface > API Implementation
B. API Interface > API Client > API Implementation
C. API Implementation > API Interface > API Client
D. API Client > API Implementation > API Interface
Question # 16
According to MuleSoftwhat is a major distinguishing characteristic of an application networkm relation to the integration of systems, data, and devices?
A. It uses a well-organized monolithic approach with standards
B. It is built for change and self-service
C. It leverages well-accepted internet standards like HTTP and JSON
D. It uses CJ/CD automation for real-time project delivery
Question # 17
An integration team follows MuleSofts recommended approach to full lifecycle API developmentWhich activity should this team perform during the API implementation phase?
A. Use the API specification to build the MuleSoft application
B. Design the API specification
C. Validate the API specification
D. Use the API specification to monitor the MuleSoft application
Question # 18
What are two reasons why a typical MuleSoft customer favors a MuleSoft-hostedAnypointPlatform runtime plane over a customer-hosted runtime for its Mule applicationdeployments? (Choose two.)
A. Reduced time-to-market for the first application
B. Reduced application latency
C. Reduced IT operations effort
D. increased application isolation
E. Increased application throughput
Question # 19
Which component of AnypointPlatform belongs to the platform control plane"?
A. Runtime Replica
B. Anypoint Connectors
C. API Manager
D. Runtime Fabric
Question # 20
Which AnypointPlatform component helps integration developers discover and sharereusable APIs, connectors and templates'?
A. Anypoint Exchange
B. Design Center
C. API Manager
D. Anypoint Studio
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