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Comparison

Sequential Thinking (Reference) vs prompt-enhancer

Sequential Thinking (Reference) is an MCP server published by modelcontextprotocol. Marketplaces we read that list it: 1 (Docker MCP Catalog). prompt-enhancer is a plugin bundle for AI coding tools published by Yonatan Gross. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-24. 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
MarketplaceSequential Thinking (Reference)prompt-enhancer
Docker MCP Catalog Listed
Version: sha256:cd3174b2ecf3
Forks (GitHub): 11 846
Pulls (Docker Hub): 427 795
Stars (Docker Hub): 30
Stars (GitHub): 91 505
Not marked · First seen
Not listed
Community marketplace yonatangross/orchestkit Not listed Listed
Version: 0.1.2
Forks (GitHub): 36
Stars (GitHub): 298
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

Sequential Thinking (Reference) vs prompt-enhancer
FactSequential Thinking (Reference)prompt-enhancer
Marketplaces that list it11
Stars (GitHub) (differs)91 505 (better)298 (worse)
Pulls (Docker Hub) (differs)427 795No figure on Docker Hub
Forks (GitHub) (differs)11 846 (better)36 (worse)
Last release (differs)Not published2026-10-23
Where it runs (differs)On your machine (mcp/sequentialthinking)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)1Not published
Environment variables it asks forNot publishedNot published
Licence (differs)NOASSERTIONNot stated
Repository (differs)github.com/modelcontextprotocol/serversgithub.com/yonatangross/orchestkit
Changes in the last 7 days (differs)04
First seen (differs)2026-10-112026-10-20

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

Sequential Thinking (Reference)

In its own words, on Docker MCP Catalog:

Dynamic and reflective problem-solving through thought sequences.

prompt-enhancer

In its own words, on Community GitHub marketplaces:

Beta mod (function hooks, experimental): a band above the prompt rewrites your draft with the session haiku model; you edit the rewrite, then Send or Undo. Each Enhance click costs model usage on your account (1024 token cap). Requires Claude Code 2.1.300+.

How to run each

Sequential Thinking (Reference) As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio sequentialthinking -- docker run -i --rm mcp/sequentialthinking

prompt-enhancer As a Claude Code plugin

Claude Code
/plugin marketplace add yonatangross/orchestkit
/plugin install prompt-enhancer@orchestkit

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

Tools each declares

The marketplaces of prompt-enhancer publish no list of tools, so we do not compare tools.

Settings each asks for

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

What it can do: Sequential Thinking (Reference) · What it can do: prompt-enhancer · 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