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analytics-skills vs io.github.dunctk/refreshagent

analytics-skills is a plugin bundle for AI coding tools published by clamp-sh. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). io.github.dunctk/refreshagent is an MCP server published by dunctk. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-13. 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
Marketplaceanalytics-skillsio.github.dunctk/refreshagent
Claude Code: claude-plugins-community Listed
Version: 0.6.0
Forks (GitHub): 1
Stars (GitHub): 9
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.1
Downloads/month (npm): 377
Downloads/week (npm): 33
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

analytics-skills vs io.github.dunctk/refreshagent
Factanalytics-skillsio.github.dunctk/refreshagent
Marketplaces that list it11
Stars (GitHub) (differs)9No figure on GitHub
Forks (GitHub) (differs)1No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleOn your machine (@refreshagent/mcp)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published1, secrets among them: 1
Parts of the bundle (differs)13Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/clamp-sh/analytics-skillsNot 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

analytics-skills

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

Agent skills that teach Claude, Cursor, and other AI agents to read web analytics like a senior analyst. Five model-invoked skills covering a diagnostic method (MECE hypothesis trees, signal vs noise, Simpson's paradox, Pyramid Principle output), traffic-change diagnosis with fingerprints for common causes, channel and funnel quality analysis, and metric benchmarking by business model. A one-time profile setup captures your business context (model, primary conversion, traffic range, ICP, data stack) so every answer is calibrated to your industry and scale instead of generic averages. Works with any analytics source; first-class support for Clamp MCP with exact tool call-outs at each step of the method.

io.github.dunctk/refreshagent

In its own words, on Official MCP Registry:

Connect AI assistants to live Google Search Console and Analytics data through RefreshAgent.

How to run each

analytics-skills As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install analytics-skills@claude-community

io.github.dunctk/refreshagent As a local MCP server: npm package

Claude Code
claude mcp add --env "REFRESHAGENT_API_KEY=<YOUR_REFRESHAGENT_API_KEY>" --transport stdio refreshagent -- npx -y @refreshagent/mcp

Requires: REFRESHAGENT_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 analytics-skills publish no settings it asks for, so we do not compare settings.

What it can do: analytics-skills · What it can do: io.github.dunctk/refreshagent · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. 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