ai-integration-architect — Claude Code plugin: overview
A Claude Code plugin that plans and scaffolds enterprise AI integrations. It recommends architecture patterns, writes starter code, and builds security-focused rollout plans.
/plugin marketplace add anthropics/claude-plugins-community
/plugin install ai-integration-architect@claude-communityWhat ai-integration-architect does
The plugin acts as a software architect for connecting models to enterprise infrastructure. It first reviews existing databases, APIs, and SaaS tools. Then it recommends fitting patterns: MCP servers, RAG pipelines, or API gateways with model routing.
The package contains reference files for system patterns, scaffolding, and deployment. When generating code, it outputs working starter files with authentication, rate limiting, and tests. Starter templates target TypeScript and Python only, meaning other runtimes require manual porting.
Output architectures address enterprise risk directly. Recommendations include compliance checklists for SOC 2 and GDPR, audit logging, and safeguards against prompt injection.
What it helps with
- design a RAG pipeline for internal documentation
- scaffold an MCP server with OAuth2 authentication
- set up an API gateway with model routing
- prepare an AI rollout plan compliant with SOC 2 and GDPR
Example prompts for the agent
- Build an MCP server in TypeScript that connects Claude to our internal REST API using OAuth2.
- Design a RAG pipeline to search documentation across Notion and Confluence with a reranking step.
- Create an event-driven flow where an agent reviews Zendesk tickets and checks customer records in Salesforce.
How to install ai-integration-architect
Plugin marketplace
/plugin marketplace add anthropics/claude-plugins-community/plugin install ai-integration-architect@claude-communityStep by step, with commands for each platform: Claude Code plugins: marketplaces, installing, and building your own
Questions about ai-integration-architect
How do I install ai-integration-architect in Claude Code?
Add the community catalog with /plugin marketplace add anthropics/claude-plugins-community and install the plugin using /plugin install ai-integration-architect@claude-community.
What does ai-integration-architect do?
It evaluates your internal systems, recommends AI integration patterns, and scaffolds starter code with built-in security controls.
Which languages are supported for MCP server scaffolding?
The plugin includes starter code templates for TypeScript and Python.
