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OT AIops vs io.github.arikanatakan/oee-mcp

OT AIops is an MCP server published by AIops-tools. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.arikanatakan/oee-mcp is an MCP server published by arikanatakan. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. 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

Where each is published
MarketplaceOT AIopsio.github.arikanatakan/oee-mcp
Official MCP Registry Listed
Version: 0.3.0
Downloads/month (PyPI): 258
Downloads/week (PyPI): 68
Forks (GitHub): 0
Stars (GitHub): 8
Not marked · First seen
Listed
Version: 0.2.0
Downloads/month (PyPI): 79
Downloads/week (PyPI): 23
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

OT AIops vs io.github.arikanatakan/oee-mcp
FactOT AIopsio.github.arikanatakan/oee-mcp
Marketplaces that list it11
Stars (GitHub) (differs)8No figure on GitHub
Forks (GitHub) (differs)0No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (ot-aiops)On your machine (oee-mcp)
Transportstdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
LicenceNot statedNot stated
Repository (differs)github.com/aiops-tools/ot-aiopsNot stated
Changes in the last 7 days00
First seen2026-10-112026-10-11

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

OT AIops

In its own words, on Official MCP Registry:

Governed OT tap (57 tools): OPC-UA/Modbus/S7/MC/MTConnect/MQTT/EtherNet-IP/EtherCAT.

io.github.arikanatakan/oee-mcp

In its own words, on Official MCP Registry:

Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six losses, charts.

How to run each

OT AIops As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio ot-aiops -- uvx ot-aiops

io.github.arikanatakan/oee-mcp As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio oee-mcp -- uvx oee-mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: OT AIops · What it can do: io.github.arikanatakan/oee-mcp · 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.

Where the data comes from: how the catalog is built