Comparison

datarobot-agent-skills vs io.github.hidai25/evalview-mcp

datarobot-agent-skills is a plugin bundle for AI coding tools published by datarobot-oss. Marketplaces we read that list it: 2 (Claude Code: claude-plugins-official, Claude: knowledge-work-plugins). io.github.hidai25/evalview-mcp is an MCP server published by hidai25. Marketplaces we read that list it: 2 (Official MCP Registry, Claude Code: claude-plugins-community). As of our marketplace pass on 2026-11-09. 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
Marketplace	datarobot-agent-skills	io.github.hidai25/evalview-mcp
Claude Code: claude-plugins-official	Listed Version: 1.22.0 Forks (GitHub): 27 Stars (GitHub): 32 Not marked · First seen 2026-10-11	Not listed
Claude: knowledge-work-plugins	Listed Version: 1.22.0 Forks (GitHub): 27 Stars (GitHub): 32 Not marked · First seen 2026-10-11	Not listed
Official MCP Registry	Not listed	Listed Version: 0.6.0 Downloads/month (PyPI): 2 297 Downloads/week (PyPI): 1 953 Forks (GitHub): 27 Stars (GitHub): 141 Not marked · First seen 2026-10-11
Claude Code: claude-plugins-community	Not listed	Listed Version: 0.6.1 Forks (GitHub): 27 Stars (GitHub): 141 Not marked · First seen 2026-10-11

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

datarobot-agent-skills vs io.github.hidai25/evalview-mcp
Fact	datarobot-agent-skills	io.github.hidai25/evalview-mcp
Marketplaces that list it	2	2
Stars (GitHub) (differs)	32 (worse)	141 (better)
Forks (GitHub)	27	27
Last release (differs)	2026-10-16	Not published
Where it runs (differs)	Installs as a plugin bundle	On your machine (evalview)
Transport (differs)	Not stated	stdio
Tools it declares	Not published	Not published
Environment variables it asks for (differs)	Not published	2, secrets among them: 2
Parts of the bundle (differs)	16	4
Licence (differs)	Not stated	Apache-2.0
Repository (differs)	github.com/datarobot-oss/datarobot-agent-skills	github.com/hidai25/eval-view
Changes in the last 7 days (differs)	2	0
First seen	2026-10-11	2026-10-11

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

datarobot-agent-skills

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

DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and external agent monitoring.

io.github.hidai25/evalview-mcp

In its own words, on Official MCP Registry:

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

How to run each

datarobot-agent-skills As a Claude Code plugin

Claude Code

/plugin install datarobot-agent-skills@claude-plugins-official

io.github.hidai25/evalview-mcp As a local MCP server: PyPI package

Claude Code

claude mcp add --env "OPENAI_API_KEY=<YOUR_OPENAI_API_KEY>" --transport stdio evalview-mcp -- uvx evalview

Requires: OPENAI_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 datarobot-agent-skills publish no settings it asks for, so we do not compare settings.

What it can do: datarobot-agent-skills · What it can do: io.github.hidai25/evalview-mcp · 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 public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. 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 2026-11-09. We publish no contact details for plugin publishers.