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Needle Remote vs io.github.computron/fulltext-article-downloader

Needle Remote is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.computron/fulltext-article-downloader is an MCP server published by computron. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). As of our marketplace pass on 2026-10-14. 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
MarketplaceNeedle Remoteio.github.computron/fulltext-article-downloader
Docker MCP Catalog Listed
Version: not stated
No figure published
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.2.4
Downloads/month (PyPI): 731
Downloads/week (PyPI): 142
Forks (GitHub): 2
Stars (GitHub): 25
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

Needle Remote vs io.github.computron/fulltext-article-downloader
FactNeedle Remoteio.github.computron/fulltext-article-downloader
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)No figure on GitHub25
Forks (GitHub) (differs)No figure on GitHub2
Last releaseNot publishedNot published
Where it runs (differs)Remote server (mcp.needle.app/mcp)On your machine (fulltext-article-downloader)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)1, secrets among them: 16, secrets among them: 4
Parts of the bundle (differs)Not a bundle2
Licence (differs)Apache-2.0Not stated
Repository (differs)Not statedgithub.com/computron/fulltext-article-downloader
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11
Endpoint at the last check (differs)not checked yetno 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

Needle Remote

In its own words, on Docker MCP Catalog:

Production-ready RAG service to search and retrieve data from your documents.

io.github.computron/fulltext-article-downloader

In its own words, on Official MCP Registry:

Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record

How to run each

Needle Remote As a remote MCP server

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

Requires: NEEDLE_API_KEY (secret)

io.github.computron/fulltext-article-downloader As a local MCP server: PyPI package

Claude Code
claude mcp add --env "ELSEVIER_API_KEY=<YOUR_ELSEVIER_API_KEY>" --env "SEMANTIC_SCHOLAR_API_KEY=<YOUR_SEMANTIC_SCHOLAR_API_KEY>" --env "SPRINGER_API_KEY=<YOUR_SPRINGER_API_KEY>" --env "WILEY_API_KEY=<YOUR_WILEY_API_KEY>" --transport stdio fulltext-article-downloader -- uvx --from "fulltext-article-downloader[mcp]" fulltext-mcp fulltext-article-downloader

Requires: ELSEVIER_API_KEY (secret), SEMANTIC_SCHOLAR_API_KEY (secret), SPRINGER_API_KEY (secret), WILEY_API_KEY (secret)

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

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Only Needle Remote asks for

  • NEEDLE_API_KEY (secret)

Only io.github.computron/fulltext-article-downloader asks for

  • ELSEVIER_API_KEY (secret)
  • FULLTEXT_OUTPUT_DIR
  • SEMANTIC_SCHOLAR_API_KEY (secret)
  • SPRINGER_API_KEY (secret)
  • UNPAYWALL_EMAIL
  • WILEY_API_KEY (secret)

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Needle Remote · What it can do: io.github.computron/fulltext-article-downloader · 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. Data comes from public marketplace files in GitHub repositories of their authors. 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