FoundryNet — Industrial Machine Intelligence vs Industrial-AIOps
FoundryNet — Industrial Machine Intelligence is an MCP server published by FoundryNet. Marketplaces we read that list it: 1 (Official MCP Registry). Industrial-AIOps is an MCP server published by industrial-aiops. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  FoundryNet — Industrial Machine Intelligence |  Industrial-AIOps |
|---|---|---|
| Official MCP Registry | Listed Version: 1.1.0 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Listed Version: 0.31.0 Downloads/month (PyPI): 965 Downloads/week (PyPI): 143 Forks (GitHub): 0 Stars (GitHub): 7 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | FoundryNet — Industrial Machine Intelligence | Industrial-AIOps |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 0 (worse) | 7 (better) |
| Forks (GitHub) | 0 | 0 |
| Last release (differs) | Not published | 2026-10-18 |
| Where it runs (differs) | Remote server (foundrynet-mcp-production.up.railway.app/mcp) | On your machine (iaiops) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 4, secrets among them: 1 |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/foundrynet/forge-mcp | github.com/industrial-aiops/industrial-aiops |
| Changes in the last 7 days (differs) | 0 | 4 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Answered with HTTP 400 (4 days ago) | no remote endpoint we check |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
FoundryNet — Industrial Machine Intelligence
Cross-OEM industrial machine intelligence: identity, normalization, automation, attestation.
Industrial-AIOps
Governed OT data tap: 15 field protocols + cross-protocol RCA brain; audit + MOC gating.
How to run each
FoundryNet — Industrial Machine Intelligence As a remote MCP server
claude mcp add --transport http forge-mcp https://foundrynet-mcp-production.up.railway.app/mcpIndustrial-AIOps As a local MCP server: PyPI package
claude mcp add --env "IAIOPS_MASTER_PASSWORD=<YOUR_IAIOPS_MASTER_PASSWORD>" --env "IAIOPS_MCP=<YOUR_IAIOPS_MCP>" --transport stdio iaiops -- uvx iaiopsRequires: IAIOPS_MASTER_PASSWORD (secret), IAIOPS_MCP
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only FoundryNet — Industrial Machine Intelligence has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of FoundryNet — Industrial Machine Intelligence publish no settings it asks for, so we do not compare settings.
What it can do: FoundryNet — Industrial Machine Intelligence · What it can do: Industrial-AIOps · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.