Secure MCP-Based Integration Framework

Client type: Enterprise / platform team (Australia)

Problem

Point-to-point integrations multiplied complexity. The organisation needed a consistent, secure pattern for AI and automation tools to access systems of record.

Solution

Cloudploys implemented MCP-based workflows to securely connect Xero, Salesforce, Shopify, and CRM systems behind governed interfaces.

The framework standardizes authentication, rate limits, and observability so new connectors can be added without reinventing security each time.

•MCP servers for finance, CRM, and commerce
•Scoped credentials and audit trails
•Reusable tool contracts for AI agents

Tech stack

MCP protocol Xero Salesforce Shopify CRM APIs API gateway patterns

Outcomes

Faster delivery of new integrations

Secure, consistent data exchange

Scalable architecture for AI and automation consumers

Related services

Enterprise integration

Systems connected for operations and AI.

AI development Melbourne

Agents that use tools safely.

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