Industry 4.0 / IIoT AI agents for manufacturing: explain OEE losses per shift, triage machine alarms, find downtime root causes, prepare predictive-maintenance jobs and write shift reports from Unified Namespace (UNS), MQTT or historian data. Plus an industrial AI-readiness diagnostic and a vendor-neutral digital-transformation advisor. Works in Claude Code, Codex and any MCP client.
1
7
279 npm
MIT
Why this server?
Debug Node-RED flows on Venus OS, including MQTT topic tracing and flow debugging.
Connect AI assistants to Victron Energy systems to read real-time solar, battery, grid, and inverter data from your local network via Modbus TCP or MQTT.
32
95 npm
4
MIT
Why this server?
Provides tools for managing Node-RED flows and nodes, including creating, reading, updating, deleting flows, adding/removing/rewiring nodes, capturing debug output, and analyzing graph topology.
Connects AI assistants to the Node-RED Admin API, enabling flow inspection, node management, graph analysis, debug capture, and rollback operations through natural language.
37
14 npm
MIT
Why this server?
Allows an agent to read and write the flow JSON of a Node-RED instance (typically the Home Assistant add-on), so flows can be edited by the agent instead of by hand.
Enables MCP-speaking coding agents to talk directly to Home Assistant and the ESPHome dashboard: discovering entities and areas, reading live states, history and logs, rendering Jinja templates, calling services, and creating, editing or triggering automations and dashboards. Also allows ESPHome device configs to be read, validated, compiled and flashed, with all write operations off by default behind an explicit safety policy.
111
275 npm
MIT
Why this server?
Allows managing Node-RED through its Admin API, including listing, adding, and deploying flows, installing nodes, and injecting messages.
Enables MCP clients to control an infra-TAK host, including marketplace modules, Node-RED flows, MediaMTX video, TAK video publishing, and Docker operations via local APIs.
19
MIT
Why this server?
Allows AI assistants to interact with Node-RED for flow management, including reading flows, searching nodes, editing function code, deploying changes safely, and managing modules via the Node-RED Admin API.
Lets AI assistants interact with Node-RED to read flows, search nodes, edit function code, deploy changes safely, and manage modules.
13
1
MIT
Why this server?
Allows AI agents to interact with a Node-RED instance, providing tools for managing flows, nodes, tabs, backups, settings, and triggering injections, enabling automated workflow management and deployment.
Serves an offline knowledge base — an aggregated corpus of reference works plus a RAG index over them and the user's own documents — to any local AI model over MCP. Enables offline assistants such as Open WebUI, OpenCode, or Jan to ground answers in searchable, provenance-tracked local content without any network connection.
102 npm
MIT
Why this server?
Provides tools to manage Node-RED flows, nodes, settings, and runtime state, enabling language models to interact with and control Node-RED instances programmatically.
