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Comparison

EduBase vs gh-skills-builder

EduBase is an MCP server published by EduBase. Marketplaces we read that list it: 1 (Docker MCP Catalog). gh-skills-builder is a plugin bundle for AI coding tools published by arilivigni. Marketplaces we read that list it: 1 (Copilot CLI: github/awesome-copilot). As of our marketplace pass on 2026-10-17. 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
MarketplaceEduBasegh-skills-builder
Docker MCP Catalog Listed
Version: sha256:1760c3731ae7
Forks (GitHub): 13
Pulls (Docker Hub): 61 850
Stars (Docker Hub): 1
Stars (GitHub): 28
Not marked · First seen
Not listed
Copilot CLI: github/awesome-copilot Not listed Listed
Version: 2.0.0
Forks (GitHub): 3
Stars (GitHub): 8
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

EduBase vs gh-skills-builder
FactEduBasegh-skills-builder
Marketplaces that list it11
Stars (GitHub) (differs)28 (better)8 (worse)
Pulls (Docker Hub) (differs)61 850No figure on Docker Hub
Forks (GitHub) (differs)13 (better)3 (worse)
Last release (differs)Not published2026-10-12
Where it runs (differs)On your machine (mcp/edubase)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)165Not published
Environment variables it asks for (differs)3, secrets among them: 1Not published
Parts of the bundle (differs)Not a bundle6
LicenceMITMIT
Repository (differs)github.com/edubase/mcpgithub.com/arilivigni/gh-skills-builder
Changes in the last 7 days (differs)04
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

EduBase

In its own words, on Docker MCP Catalog:

The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehensive e-learning platform through the Model Context Protocol (MCP).

gh-skills-builder

In its own words, on Copilot CLI: github/awesome-copilot:

Design, build, review, and publish GitHub Skills-style exercises with one coordinating agent and five Agent Skills for learner journeys, workflow-backed validation, and release readiness.

How to run each

EduBase As a local MCP server: Docker image

Claude Code
claude mcp add --env "EDUBASE_API_KEY=<YOUR_EDUBASE_API_KEY>" --transport stdio edubase -- docker run -i --rm -e EDUBASE_API_KEY mcp/edubase

Requires: EDUBASE_API_KEY (secret)

gh-skills-builder

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

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

Tools each declares

The marketplaces of gh-skills-builder publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of gh-skills-builder publish no settings it asks for, so we do not compare settings.

What it can do: EduBase · What it can do: gh-skills-builder · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/github/awesome-copilot/blob/HEAD/.github/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