MuleSoft MCIA-Level-1 Exam Dumps

MuleSoft Certified Integration Architect - Level 1

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Exam Code	MCIA-Level-1
Exam Name	MuleSoft Certified Integration Architect - Level 1
Questions	273 Questions Answers With Explanation
Update Date	04, 30, 2026
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Demo Questions

Question # 1

A customer wants to use the mapped diagnostic context (MDC) and logging variables toenrich its logging and improve tracking by providing more context in the logs.The customer also wants to improve the throughput and lower the latency of messageprocessing.As an Mulesoft integration architect can you advise, what should the customer implementto meet these requirements?

A. Use synchronous logging and use pattern layout with [%MDC] in the log4j2.xmlconfiguration file and then configure the logging variables
B. Useasync logger at the level greater than INFO and use pattern layout with[%MDC] in the log4j2,xml configuration file and then configure the logging variables
C. Useasync logger at the level equal to DEBUG orTRACEand use patternlayout with [%MDC] in the log4j2.xml configuration file and then configure thelogging variables
D. Use synchronous logging at the INFO DEBUG or Trace level and use patternlayout with [%MDC] in the log4j2.xml configuration file and then configure thelogging variables 

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Question # 2

An organization has decided on a cloudhub migration strategy that aims to minimize theorganizations own IT resources. Currently, the organizational has all of its Muleapplications running on its own premises and uses an premises load balancer that exposesall APIs under the base URL https://api.acme.comAs part of the migration strategy, the organization plans to migrate all of its Muleapplications and load balancer to cloudhubWhat is the most straight-forward and cost effective approach to the Mule applicationsdeployment and load balancing that preserves the public URLs?

A. Deploy the Mule applications to CloudhubUpdate the CNAME record for an api.acme.com in the organizations DNS server pointingto the A record of a cloudhub dedicated load balancer(DLB)Apply mapping rules in the DLB to map URLs to their corresponding Mule applications
B. For each migrated Mule application, deploy an API proxy Mule application to Cloudhubwith all applications under the control of a dedicated load balancer(CLB)Update the CNAME record for api.acme.com in the organization DNS server pointing to theA record of a cloudhub dedicated load balancer(DLB)Apply mapping rules in the DLB to map each API proxy application to its correspondingMule applications
C. Deploy the Mule applications to CloudhubCreate CNAME record for api.acme.com in the Cloudhub Shared load balancer (SLB)pointing to the A record of the on-premise load balancerApply mapping rules in the SLB to map URLs to their corresponding Mule applications 
D. Deploy the Mule applications to CloudhubUpdate the CNAME record for api.acme.com in the organization DNS server pointing to theA record of the cloudhub shared load balancer(SLB)Apply mapping rules in the SLB to map URLs to their corresponding Mule applications. 

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Question # 3

An automation engineer needs to write scripts to automate the steps of the API lifecycle,including steps to create, publish, deploy and manage APIs and their implementations inAnypoint Platform.What Anypoint Platform feature can be used to automate the execution of all these actionsin scripts in the easiest way without needing to directly invoke the Anypoint Platform RESTAPIs?

A. Automated Policies in API Manager  
B. Runtime Manager agent  
C. The Mule Maven Plugin  
D. Anypoint CLI  

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Question # 4

An application deployed to a runtime fabric environment with two cluster replicas isdesigned to periodically trigger of flow for processing a high-volume set of records from thesource system and synchronize with the SaaS system using the Batch job scopeAfter processing 1000 records in a periodic synchronization of 1 lakh records, the replicasin which batch job instance was started went down due to unexpected failure in the runtimefabric environmentWhat is the consequence of losing the replicas that run the Batch job instance?

A. The remaining 99000 records will be lost and left and processed  
B. The second replicas will take over processing the remaining99000 records 
C. A new replacement replica will be available and will be process all 1,00,000 recordsfrom scratch leading to duplicate record processing 
D. A new placement replica will be available and will take or processing the remaining99,000 records 

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Question # 5

Which role is primarily responsible for building API implementation as part of a typicalMuleSoft integration project?

A. API Developer  
B. API Designer  
C. Integration Architect  
D. Operations  

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Question # 6

The ABC company has an Anypoint Runtime Fabric on VMs/Bare Metal (RTF-VM)appliance installed on its own customer-hosted AWS infrastructure.Mule applications are deployed to this RTF-VM appliance. As part of the companystandards, the Mule application logs must be forwarded to an external log managementtool (LMT).Given the company's current setup and requirements, what is the most idiomatic (used forits intended purpose) way to send Mule application logs to the external LMT?

A. In RTF-VM, install and configure the external LTM's log-forwarding agent  
B. In RTF-VM, edit the pod configuration to automatically install and configure an AnypointMonitoring agent 
C. In each Mule application, configure custom Log4j settings  
D. In RTF-VM. configure the out-of-the-box external log forwarder  

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Question # 7

An insurance company is using a CIoudHub runtime plane. As a part of requirement,email alert shouldbe sent to internal operations team every time of policy applied to an API instance isdeleted As an integration architect suggest on how this requirement be met?

A. Use audit logs in Anypoint platform to detect a policy deletion and configure theAudit logs alert feature to send an email to the operations team 
B. Use Anypoint monitoring to configure an alert that sends an email to theoperations team every time a policy is deleted in API manager 
C. Create a custom connector to be triggered every time of policy is deleted in API manager 
D. Implement a new application that uses the Audit log REST API todetect the policy deletion and send an email to operations team the SMTP connector 

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Question # 8

An organization has deployed both Mule and non-Mule API implementations to integrate itscustomer and order management systems. All the APIs are available to REST clients onthe public internet.The organization wants to monitor these APIs by running health checks: for example, todetermine if an API can properly accept and process requests. The organization does nothave subscriptions to any external monitoring tools and also does not want to extend its ITfootprint.What Anypoint Platform feature provides the most idiomatic (used for its intended purpose)way to monitor the availability of both the Mule and the non-Mule API implementations?

A. API Functional Monitoring  
B. Runtime Manager  
C. API Manager  
D. Anypoint Visualizer  

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Question # 9

A leading bank implementing new mule API.The purpose of API to fetch the customer account balances from the backend applicationand display them on the online platform the online banking platform. The online bankingplatform will send an array of accounts to Mule API get the account balances.As a part of the processing the Mule API needs to insert the data into the database forauditing purposes and this process should not have any performance related implicationson the account balance retrieval flowHow should this requirement be implemented to achieve better throughput?

A. Implement the Async scope fetch the data from the backend application and to insertrecords in the Audit database
B. Implement a for each scope to fetch the data from the back-end application and to insertrecords into the Audit database 
C. Implement a try-catch scope to fetch the data from the back-end application and use theAsync scope to insert records into the Audit database 
D. Implement parallel for each scope to fetch the data from the backend application anduse Async scope to insert the records into the Audit database 

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Question # 10

Which Exchange asset type represents configuration modules that extend the functionalityof an API and enforce capabilities such as security?

A. Rulesets  
B. Policies  
C. RESTAPIs  
D. Connectors  

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Question # 11

According to MuleSoft's API development best practices, which type of API developmentapproach starts with writing and approving an API contract?

A. Implement-first  
B. Catalyst  
C. Agile  
D. Design-first  

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Question # 12

An IT integration delivery team begins a project by gathering all of the requirements, andproceeds to execute the remaining project activities as sequential, non-repeating phases.Which IT project delivery methodology is this team following?

A. Kanban  
B. Scrum  
C. Waterfall  
D. Agile  

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Question # 13

A high-volume eCommerce retailer receives thousands of orders per hour and requiresnotification of its order management, warehouse, and billing system for subsequentprocessing within 15 minutes of order submission through its website.Which integration technology, when used for its typical and intended purpose, meets theretailer’s requirements for this use case?

A. Managed File Transfer (MFT)  
B. Publish/Subscriber Messaging Bus (Pub/Sub)  
C. Enterprise Data Warehouse (EDW)  
D. Extract Transform Load (ETL)  

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Question # 14

Which type of communication is managed by a service mesh in a microservicesarchitecture?

A. Communication between microservices runtime administrators  
B. Communication between microservices developers  
C. Communication between microservices  
D. Communication between trading partner services  

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Question # 15

Why would an Enterprise Architect use a single enterprise-wide canonical data model(CDM) when designing an integration solution using Anypoint Platform? 

A. To reduce dependencies when integrating multiple systems that use different data formats 
B. To automate Al-enabled API implementation generation based on normalized backenddatabases from separate vendors 
C. To leverage a data abstraction layer that shields existing Mule applications fromnonbackward compatible changes to the model's data structure 
D. To remove the need to perform data transformation when processing message payloadsin Mule applications 

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Question # 16

A company is planning to extend its Mule APIs to the Europe region. Currently all newapplications are deployed to Cloudhub in the US region following this naming convention{API name}-{environment}. for example, Orders-SAPI-dev, Orders-SAPI-prod etc.Considering there is no network restriction to block communications between API's, whatstrategy should be implemented in order to apply the same new API's running in the EUregion of CloudHub as well to minimize latency between API's and target users andsystems in Europe?

A. Set region property to Europe (eu-de) in API manager for all the mule applicationNo need to change the naming convention 
B. Set region property to Europe (eu-de) in API manager for all the mule applicationChange the naming convention to {API name}-{environment}-{region} and communicatethis change to the consuming applications and users 
C. Set region property to Europe (eu-de) in runtime manager for all the mule applicationNo need to change the naming convention
D. Set region property to Europe (eu-de) in runtime manager for all the mule applicationChange the naming convention to {API name}-{environment}-{region} and communicatethis change to the consuming applications and users 

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Question # 17

An organization has an HTTPS-enabled Mule application named Orders API that receivesrequests from another Mule application named Process Orders.The communication between these two Mule applications must be secured by TLS mutualauthentication (two-way TLS).At a minimum, what must be stored in each truststore and keystore of these two Muleapplications to properly support two-way TLS between the two Mule applications whileproperly protecting each Mule application's keys?

A. Orders API truststore: The Orders API public keyProcess Orders keystore: The Process Orders private key and public key
B. Orders API truststore: The Orders API private key and public keyProcess Orders keystore: The Process Orders private key public key 
C. Orders API truststore: The Process Orders public keyOrders API keystore: The Orders API private key and public keyProcess Orders truststore: The Orders API public keyProcess Orders keystore: The Process Orders private key and public key   
D. Orders API truststore: The Process Orders public keyOrders API keystore: The Orders API private keyProcess Orders truststore: The Orders API public keyProcess Orders keystore: The Process Orders private key 

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Question # 18

A finance giant is planning to migrate all its Mule applications to Runtime fabric (RTF).Currently all Mule applications are deployed cloud hub using automated CI/CD scripts.As an integration architect, which of the below step would you suggest to ensure that theapplications from cloudhub are migrated properly to Runtime Fabric (RTF) with anassumption that organization is keen on keeping the same deployment strategy.

A. No changes need to be made to POM.xml file and CI/CD script should be modifiedas per the RTF configurations 
B. runtimeFabric dependency should be added as a mule plug-in to POM.xml file andCI/CD script should be modified as per the RTF configurations
C. runtimeFabric deployment should be added to POM.xml file in allthe mule applications and CI/CD script should be modified as per the RTFconfigurations
D. runtimeFabric profile should be added mule configuration files in the muleapplications and CI/CD script should be modified as per the RTF configurations 

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Question # 19

What is maximum vCores can be allocated to application deployed to CloudHub? 

A. 1 vCores  
B. 2 vCores  
C. 4 vCores  
D. 16 vCores  

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Question # 20

According to MuleSoft, which system integration term describes the method, format, andprotocol used for communication between two system?

A. Component  
B. interaction  
C. Message  
D. Interface  

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Question # 21

A corporation has deployed Mule applications to different customer-hosted Mule runtimes.Mule applications deployed to these Mule runtimes are managed by Anypoint Platform.What needs to be installed or configured (if anything) to monitor these Mule applicationsfrom Anypoint Monitoring, and how is monitoring data from each Mule application sent toAnypoint Monitoring?

A. Enable monitoring of individual Mule applications from the Runtime Managerapplication settings.Runtime Manager sends monitoring data to Anypoint Monitoring for each deployed Muleapplication. 
B. Install a Runtime Manager agent on each Mule runtime.Each Runtime Manager agent sends monitoring data from the Mule applicationsrunning in its Mule runtime to Runtime Manager, then Runtime Manager sendsmonitoring data to Anypoint Monitoring.
C. Leave the out-of-the-box Anypoint Monitoring agent unchanged in its default Muleruntime installation.Each Anypoint Monitoring agent sends monitoring data from the Mule applicationsrunning in its Mule runtime to Runtime Manager, then Runtime Manager sendsmonitoring data to Anypoint Monitoring.
D. Install an Anypoint Monitoring agent on each Mule runtime.Each Anypoint Monitoring agent sends monitoring data from the Mule applicationsrunning in its Mule runtime to Anypoint Monitoring. 

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Question # 22

The company's FTPS server login username and password  

A. TLS context trust store containing a public certificate for the company. The company'sPGP public key that was used to sign the files 
B. The partner's PGP public key used by the company to login to the FTPS server. A TLScontext key store containing the private key for the companyThe partner's PGP private key that was used to sign the files
C. The company's FTPS server login username and password. A TLS context trust storecontaining a public certificate for ftps.partner.comThe partner's PGP public key that was used to sign the files
D. The partner's PGP public key used by the company to login to the FTPS server. A TLScontext key store containing the private key for ftps.partner.comThe company's PGP private key that was used to sign the files 

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Question # 23

An organization has implemented a continuous integration (CI) lifecycle that promotes Muleapplications through code, build, and test stages. To standardize the organization's CIjourney, a new dependency control approach is being designed to store artifacts thatinclude information such as dependencies, versioning, and build promotions.To implement these process improvements, the organization will now require developers tomaintain all dependencies related to Mule application code in a shared location.What is the most idiomatic (used for its intended purpose) type of system the organizationshould use in a shared location to standardize all dependencies related to Mule applicationcode?

A. A MuleSoft-managed repository at repository.mulesoft.org  
B. A binary artifact repository  
C. API Community Manager  
D. The Anypoint Object Store service at cloudhub.io  

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Question # 24

An organization plans to migrate its deployment environment from an onpremises cluster toa Runtime Fabric (RTF) cluster. The on-premises Mule applications are currentlyconfigured with persistent object stores.There is a requirement to enable Mule applications deployed to the RTF cluster to storeand share data across application replicas and through restarts of the entire RTF cluster,How can these reliability requirements be met? 

A. Replace persistent object stores with persistent VM queues in each Mule application deployment 
B. Install the Object Store pod on one of the cluster nodes  
C. Configure Anypoint Object Store v2 to share data between replicas in the RTF cluster  
D. Configure the Persistence Gateway in the RTF installation  

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Question # 25

An ABC Farms project team is planning to build a new API that is required to work withdata from different domains across the organization.The organization has a policy that all project teams should leverage existing investmentsby reusing existing APIs and related resources and documentation that other project teamshave already developed and deployed.To support reuse, where on Anypoint Platform should the project team go to discover andread existing APIs, discover related resources and documentation, and interact withmocked versions of those APIs?

A. Design Center  
B. API Manager  
C. Runtime Manager  
D. Anypoint Exchange  

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