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To have an Amazon MQ instance that's in a VPC invoke a Lambda function, your broker must either use a public endpoint or provide access to the VPC. To provide access to the VPC, you must create an interface VPC endpoint. For more information, see Configuring interface VPC endpoints for Lambda.
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I have a question to your answer: If the Lambda is within the same VPC as the MQ instance already as the OP said, why do I need to create an interface VPC endpoint? Shouldn't the Lambda already be able to access the MQ instance then?