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MLflow Skills vs io.github.kakarot-dev/deepmiro

MLflow Skills is a plugin bundle for AI coding tools published by mlflow. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-official). io.github.kakarot-dev/deepmiro is an MCP server published by kakarot-dev. Marketplaces we read that list it: 2 (Official MCP Registry, Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-12. 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
MarketplaceMLflow Skillsio.github.kakarot-dev/deepmiro
Claude Code: claude-plugins-official Listed
Version: 1.0.0
Forks (GitHub): 25
Stars (GitHub): 79
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.2
Forks (GitHub): 0
Stars (GitHub): 7
Not marked · First seen
Claude Code: claude-plugins-community Not listed Listed
Version: 1.7.0
No figure published
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

MLflow Skills vs io.github.kakarot-dev/deepmiro
FactMLflow Skillsio.github.kakarot-dev/deepmiro
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)79 (better)7 (worse)
Forks (GitHub) (differs)25 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleOn your machine (deepmiro-mcp)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published3, secrets among them: 1
Hooks it runs11
Parts of the bundle (differs)143
Licence (differs)Not statedAGPL-3.0
Repository (differs)github.com/mlflow/skillsgithub.com/kakarot-dev/deepmiro
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

MLflow Skills

In its own words, on Claude Code: claude-plugins-official:

Skills for tracing, evaluating, and improving AI agents with MLflow. Supports the full agent improvement loop: instrument → trace → evaluate → iterate → validate.

io.github.kakarot-dev/deepmiro

In its own words, on Official MCP Registry:

Simulate hundreds of AI agents to predict how communities react to events and policies

How to run each

MLflow Skills As a Claude Code plugin

Claude Code
/plugin install mlflow@claude-plugins-official

io.github.kakarot-dev/deepmiro As a local MCP server: npm package

Claude Code
claude mcp add --env "DEEPMIRO_API_KEY=<YOUR_DEEPMIRO_API_KEY>" --transport stdio deepmiro -- npx -y deepmiro-mcp

Requires: DEEPMIRO_API_KEY (secret)

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

The marketplaces of MLflow Skills publish no settings it asks for, so we do not compare settings.

What it can do: MLflow Skills · What it can do: io.github.kakarot-dev/deepmiro · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. 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