Enterprise Platform for AI Integration and Service Automation
Services
Custom Software
Business Consulting
Industries
Artificial Intelligence
Client
IDENTIC Projects eGbR
Period
August 2025 - Today
This project produced an enterprise platform that seamlessly integrates AI services into existing corporate infrastructures. The platform connects automated tools from various services — including Google Cloud Platform, GitHub, Google Workspace, Sanity CMS, n8n, and Garmin — via standardized Model Context Protocol (MCP) interfaces.
The architecture underwent a significant evolution: starting from a monolithic MCP server with over 96 tools, the system was restructured into domain-specific, independently deployable MCP servers. This restructuring improved maintainability, fault tolerance, and enabled targeted development of individual service integrations without side effects on other modules.
Over time, the platform evolved beyond pure MCP servers into a complete plugin ecosystem for Claude Code. The plugins combine MCP-based tool interfaces with shell scripts for automation tasks and declarative skills for recurring workflows. This holistic approach enables end-to-end automation of complex business processes — from data acquisition through transformation to execution.
Core features include automated service discovery, context management, multi-tenant authentication, and enterprise-grade security. The modular architecture allows rapid integration of new services and flexible adaptation to different enterprise requirements.
Credits
Technologies