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Comparison

Needle Remote vs literature-review-toolkit

Needle Remote is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). literature-review-toolkit is a plugin bundle for AI coding tools published by Jack L. Gallant. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-20. 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 Remoteliterature-review-toolkit
Docker MCP Catalog Listed
Version: not stated
No figure published
Not marked · First seen
Not listed
Community marketplace gallantlab/literature-review-toolkit Not listed Listed
Version: 2.4.0
Forks (GitHub): 1
Stars (GitHub): 21
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 literature-review-toolkit
FactNeedle Remoteliterature-review-toolkit
Marketplaces that list it11
Stars (GitHub) (differs)No figure on GitHub21
Forks (GitHub) (differs)No figure on GitHub1
Last release (differs)Not published2026-10-20
Where it runs (differs)Remote server (mcp.needle.app/mcp)Installs as a plugin bundle
Transport (differs)Streamable HTTPNot stated
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)1, secrets among them: 1Not published
Parts of the bundle (differs)Not a bundle1
Licence (differs)Apache-2.0MIT
Repository (differs)Not statedgithub.com/gallantlab/literature-review-toolkit
Changes in the last 7 days (differs)03
First seen (differs)2026-10-112026-10-19
Endpoint at the last check (differs)Answered with HTTP 301 (3 days ago)no 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.

literature-review-toolkit

In its own words, on Community GitHub marketplaces:

Drive an LLM agent through a structured academic literature review — search, verify, canonicalize references, count citations, cross-reference, and assemble an annotated bibliography.

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)

literature-review-toolkit As a Claude Code plugin

Claude Code
/plugin marketplace add gallantlab/literature-review-toolkit
/plugin install literature-review-toolkit@literature-review-toolkit

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

Only Needle Remote 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 literature-review-toolkit publish no settings it asks for, so we do not compare settings.

What it can do: Needle Remote · What it can do: literature-review-toolkit · Compare two other plugins

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