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Comparison

Sequential Thinking (Reference) vs io.github.Chromatic0618/xiangguangyu-mcp-skills

Sequential Thinking (Reference) is an MCP server published by modelcontextprotocol. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.Chromatic0618/xiangguangyu-mcp-skills is an MCP server published by Chromatic0618. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-25. 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)io.github.Chromatic0618/xiangguangyu-mcp-skills
Docker MCP Catalog Listed
Version: sha256:cd3174b2ecf3
Forks (GitHub): 11 855
Pulls (Docker Hub): 428 278
Stars (Docker Hub): 30
Stars (GitHub): 91 540
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 2.2.1
Downloads/month (npm): 212
Downloads/week (npm): 24
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 io.github.Chromatic0618/xiangguangyu-mcp-skills
FactSequential Thinking (Reference)io.github.Chromatic0618/xiangguangyu-mcp-skills
Marketplaces that list it11
Stars (GitHub) (differs)91 540No figure on GitHub
Pulls (Docker Hub) (differs)428 278No figure on Docker Hub
Forks (GitHub) (differs)11 855No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/sequentialthinking)On your machine (xiangguangyu-mcp-skills)
Transportstdiostdio
Tools it declares (differs)1Not published
Environment variables it asks forNot publishedNot published
Licence (differs)NOASSERTIONNot stated
Repository (differs)github.com/modelcontextprotocol/serversgithub.com/chromatic0618/xiangguangyu-skills
Changes in the last 7 days00
First seen2026-10-112026-10-11

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.

io.github.Chromatic0618/xiangguangyu-mcp-skills

In its own words, on Official MCP Registry:

252 AI Skills: MBTI, fact-check, deep analysis. Alipay pay-per-use. Free 10 calls/day.

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

io.github.Chromatic0618/xiangguangyu-mcp-skills As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio xiangguangyu-mcp-skills -- npx -y xiangguangyu-mcp-skills

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

Tools each declares

The marketplaces of io.github.Chromatic0618/xiangguangyu-mcp-skills 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: io.github.Chromatic0618/xiangguangyu-mcp-skills · 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. 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