MCP Server Development in Australia

Appoly builds MCP servers in Australia from South Melbourne. A senior team does the work, and delivery is human-led and AI-accelerated.

The work is custom MCP server development. Anthropic's Model Context Protocol (MCP) connects an AI assistant such as Claude, and other foundation models that support it, to the tools and data they need. One MCP server makes your databases, APIs, internal tools, and legacy platforms available to any MCP-compatible client. A separate integration for each model needs its own glue code.

MCP development means we write resource-safe tool definitions with scoped permissions and a per-user identity. We authenticate and audit each call, so it names a real user and you can review it later. Documentation and onboarding come with the handover, so your team can extend the server. MCP support is hosting and operating that server on your AWS, Azure, or GCP tenancy, or on infrastructure we run.

When each team builds its own connector, that copy is another place credentials can leak, an audit trail can break, or a rate limit can blow up costs. A single server is cheaper to run because those controls are not rebuilt for every team.

How we work

Working software reaches users every fortnight. You own the code, infrastructure, and documentation. We hand those over cleanly, without lock-in or bespoke frameworks.

If the server exposes personal information to AI tooling, Privacy Act duties, including the Australian Privacy Principles, apply to what the tools can read and what the audit log keeps. Agents that call these tools sit with AI Agent Development. Guardrails for those agents sit with AI Agent Governance & Security. Putting a model inside a product you already run is AI Integration.