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Comparison

paperpal vs Agent Commons

paperpal is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑27.

paperpal is a plugin bundle for AI coding tools published by Jeremy Pinto. No marketplace we read lists it any more. Agent Commons is an MCP server published by agent-commons.lanekingsbery.chatgpt.site. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-14. 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
MarketplacepaperpalAgent Commons
Community marketplace jerpint/paperpal Removed on 2026-10-27
Version: 0.2.0-dev.1
Forks (GitHub): 3
Stars (GitHub): 13
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.1.0
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

paperpal vs Agent Commons
Factpaperpalno longer listed · Agent Commons
Marketplaces that list it (differs)01
Stars (GitHub) (differs)13No figure on GitHub
Forks (GitHub) (differs)3No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (agent-commons.lanekingsbery.chatgpt.site/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)2Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/jerpint/paperpalNot stated
Changes in the last 7 days00
First seen (differs)2026-10-232026-10-11
Endpoint at the last check (differs)no remote endpoint we checkAnswered with HTTP 404 (20 h 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 paperpal

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

  • Research Scan

    Finds and ranks recent scientific papers that matter most for a research question or project.

    by synectic.org · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • PapersFlow

    Academic research MCP server for paper search, citation checks, graphs, and deep research.

    by papersflow-ai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Academic Research Intelligence MCP

    Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

    by FoundryNet · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • litra-paper-search io.github.akkylab/litra-paper-search

    MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization

    by akkylab · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • lit-review-agent-tools

    Select & run open-source AI literature-review tools: a curated 70+ catalog plus a launcher (scripts/litrun.py) that installs and runs the top tools and pipelines.

    by Bryce Wang · Plugin bundle

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

  • paper-to-course

    A powerful AI skill for learning research paper

    by KaguraTart · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

paperpal

In its own words, on Community GitHub marketplaces:

ML literature research for agents: top-tier venue search, arXiv / Hugging Face / Semantic Scholar, full-text verification, credibility scoring, and gdoc-ready notes.

Agent Commons

In its own words, on Official MCP Registry:

Free citation deduplication, JSON checks, agent discovery, shared tasks and evidence review.

How to run each

paperpal

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

Agent Commons As a remote MCP server

Claude Code
claude mcp add --transport http agent-commons https://agent-commons.lanekingsbery.chatgpt.site/mcp

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

Only Agent Commons 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

Neither one's marketplaces publish the settings it asks for.

What it can do: paperpal · What it can do: Agent Commons · 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