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EduBase vs Learning Optimizer

EduBase is an MCP server published by EduBase. Marketplaces we read that list it: 1 (Docker MCP Catalog). Learning Optimizer is an MCP server published by saifs.ai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-24. 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
MarketplaceEduBaseLearning Optimizer
Docker MCP Catalog Listed
Version: sha256:1760c3731ae7
Forks (GitHub): 13
Pulls (Docker Hub): 62 124
Stars (Docker Hub): 1
Stars (GitHub): 28
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.0
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

EduBase vs Learning Optimizer
FactEduBaseLearning Optimizer
Marketplaces that list it11
Stars (GitHub) (differs)28No figure on GitHub
Pulls (Docker Hub) (differs)62 124No figure on Docker Hub
Forks (GitHub) (differs)13No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/edubase)Remote server (learning-optimizer-mcp.saifs.ai/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)165Not published
Environment variables it asks for (differs)3, secrets among them: 1Not published
Licence (differs)MITNot stated
Repository (differs)github.com/edubase/mcpNot stated
Changes in the last 7 days (differs)02
First seen (differs)2026-10-112026-10-22
Endpoint at the last check (differs)no remote endpoint we checknot checked yet

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).

Learning Optimizer

In its own words, on Official MCP Registry:

Schedule spaced reviews and exam study plans from each learner's forgetting curve.

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)

Learning Optimizer As a remote MCP server

Claude Code
claude mcp add --transport http learning-optimizer https://learning-optimizer-mcp.saifs.ai/mcp

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

Tools each declares

The marketplaces of Learning Optimizer publish no list of tools, so we do not compare tools.

Settings each asks for

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

What it can do: EduBase · What it can do: Learning Optimizer · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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