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Comparison

paper-skills vs Glif

paper-skills is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.

paper-skills is a plugin bundle for AI coding tools published by Ng Jun Wei. No marketplace we read lists it any more. Glif is an MCP server published by glif.app. Marketplaces we read that list it: 3 (Official MCP Registry, Docker MCP Catalog, Community GitHub marketplaces). As of our marketplace pass on 2026-10-28. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplacepaper-skillsGlif
Community marketplace awpbash/paper-skills Removed on 2026-10-15
Version: 0.1.0
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.1
Forks (GitHub): 32
Stars (GitHub): 216
Not marked · First seen
Docker MCP Catalog Not listed Listed
Version: sha256:3f93ddceeb99
Forks (GitHub): 32
Pulls (Docker Hub): 20 025
Stars (Docker Hub): 2
Stars (GitHub): 216
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

paper-skills vs Glif
Factpaper-skillsno longer listed · Glif
Marketplaces that list it (differs)03
Stars (GitHub) (differs)0216
Pulls (Docker Hub) (differs)No figure on Docker Hub20 025
Forks (GitHub) (differs)032
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server or your machine
Transport (differs)Not statedStreamable HTTP, stdio
Tools it declares (differs)Not published10
Environment variables it asks for (differs)Not published3, secrets among them: 1
Parts of the bundle (differs)511
Licence (differs)Not statedMIT
Repository (differs)github.com/awpbash/paper-skillsgithub.com/glifxyz/glif-mcp-server
Changes in the last 7 days00
First seen (differs)2026-10-142026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 5 days ago

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of paper-skills

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • sivia

    Understand papers and turn their core contributions into scientific overviews, with built-in detailed visual templates and editable figure reconstruction.

    by gatina · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • nature-skills

    A growing collection of Claude skills for producing academic work at Nature-journal standard. Covers scientific figures, manuscript polishing, citation retrieval, data…

    by Yuan1z0825 · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • research-paper-figures

    Publication figures in TikZ/pgfplots and Python, with reusable serif styling, visual examples, and takeaway-first captions.

    by isaaccorley · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • paper-writing-workflow

    Modular 8-stage paper writing workflow: Planning → Literature → Writing → Citations → Figures → Review → Revision → Submission. Combines nature-skills + ARS + Omniscale best…

    by xyy · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • paper-preflight

    Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.

    by amos689 · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

paper-skills

In its own words, on Community GitHub marketplaces:

Scientific paper writing and figure generation: figure design methodology with render-and-critique loops, dockerized LaTeX builds, verified bibliographies, print-grade assets, posters.

Glif

In its own words, on Official MCP Registry:

Generate images, video, and audio with Glif's media-generation agent

How to run each

paper-skills

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

Glif As a remote MCP server

Claude Code
claude mcp add --transport http glif https://glif.app/api/mcp

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

Only Glif has a remote endpoint we check. How we check endpoints

Tools each declares

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

Settings each asks for

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

What it can do: paper-skills · What it can do: Glif · 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. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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