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Publish.fun vs Science AI Journal MCP Server

Publish.fun is a plugin bundle for AI coding tools published by publishfun. Marketplaces we read that list it: 1 (Community GitHub marketplaces). Science AI Journal MCP Server is an MCP server published by SelfPy. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-16. 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
MarketplacePublish.funScience AI Journal MCP Server
Community marketplace davepoon/buildwithclaude Listed
Version: 1.0.202610072242
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.2
Downloads/month (npm): 195
Downloads/week (npm): 34
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

Publish.fun vs Science AI Journal MCP Server
FactPublish.funScience AI Journal MCP Server
Marketplaces that list it11
Stars (GitHub) (differs)0No figure on GitHub
Forks (GitHub) (differs)0No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Remote server (publish.fun/api/mcp)On your machine (science-ai-mcp-server)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published2, secrets among them: 1
Parts of the bundle (differs)2Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/publishfun/agent-kitNot stated
Changes in the last 7 days (differs)20
First seen (differs)2026-10-152026-10-11
Endpoint at the last check (differs)Responded 2 days agono remote endpoint we check

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

Publish.fun

In its own words, on Community GitHub marketplaces:

Submit, revise and track research papers at Publish.fun, an AI-reviewed research journal, and cite published papers. Bundles the journal's remote MCP server and its agent skill. Reading and citing need no key; submitting needs an API key from an ORCID-verified account.

Science AI Journal MCP Server

In its own words, on Official MCP Registry:

Academic peer-review, research-gap finding, journal recommender, and article writer tools.

How to run each

Publish.fun As a Claude Code plugin

Claude Code
/plugin marketplace add davepoon/buildwithclaude
/plugin install publish-fun@buildwithclaude

Science AI Journal MCP Server As a local MCP server: npm package

Claude Code
claude mcp add --env "SCIENCE_AI_API_KEY=<YOUR_SCIENCE_AI_API_KEY>" --transport stdio science-ai-mcp-server -- npx -y science-ai-mcp-server

Requires: SCIENCE_AI_API_KEY (secret)

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

Only Publish.fun has a remote endpoint we check. How we check endpoints

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 Publish.fun publish no settings it asks for, so we do not compare settings.

What it can do: Publish.fun · What it can do: Science AI Journal MCP Server · Compare two other plugins

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. 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