The MCP server for industrial Internet of Things and edge computing provides 11 tools through HTTP endpoints, enabling AI - driven industrial automation, predictive maintenance, and smart factory operations, and supporting multiple protocols such as MQTT and Modbus.

The LUMINO MCP server is an open-source tool that provides intelligent observability, predictive analytics, and AI-driven automation capabilities for SRE and DevOps teams. It supports Kubernetes, OpenShift, and Tekton environments and achieves cluster monitoring, log analysis, fault troubleshooting, and predictive maintenance through 37 professional tools.

Datax is an intelligent data analysis tool for the AI era, supporting in - depth business insights and predictive analysis through natural language interaction.

The Allstacks MCP Server is a Model Context Protocol service that provides comprehensive access to the Allstacks API. It supports over 208 tools through HTTP basic authentication, covering 12 categories such as metric analysis, work item management, user teams, organizational projects, dashboards, employee analysis, predictive planning, tag management, alert monitoring, AI intelligence, work packages, and risk management.