Ext Ops Panel
Open dashboard
Comparison

Sequential Thinking (Reference) vs chess-coach-ai

Sequential Thinking (Reference) is an MCP server published by modelcontextprotocol. Marketplaces we read that list it: 1 (Docker MCP Catalog). chess-coach-ai is a plugin bundle for AI coding tools published by datoga. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-13. 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)chess-coach-ai
Docker MCP Catalog Listed
Version: sha256:cd3174b2ecf3
Forks (GitHub): 11 780
Pulls (Docker Hub): 420 734
Stars (Docker Hub): 30
Stars (GitHub): 91 180
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Not listed Listed
Version: 0.1.0
Forks (GitHub): 0
Stars (GitHub): 1
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 chess-coach-ai
FactSequential Thinking (Reference)chess-coach-ai
Marketplaces that list it11
Stars (GitHub) (differs)91 180 (better)1 (worse)
Pulls (Docker Hub) (differs)420 734No figure on Docker Hub
Forks (GitHub) (differs)11 780 (better)0 (worse)
Last releaseNot publishedNot published
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
Hooks it runs (differs)Not published2
Parts of the bundle (differs)Not a bundle10
Licence (differs)NOASSERTIONMIT
Repository (differs)github.com/modelcontextprotocol/serversgithub.com/datoga/chess-coach-ai
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.

chess-coach-ai

In its own words, on Claude Code: claude-plugins-community:

AI-powered chess coaching system with multi-agent cowork architecture. 4 specialized agents work together to provide comprehensive coaching: • Intel — Opponent scouting via Lichess API, Opening Explorer analysis, player profiling with style classification • GM — Stockfish analysis with time-controlled profiles (quick/normal/deep), error classification by cognitive origin (tactical miss, conceptual weakness, pattern recognition failure, time pressure), DQM scoring, endgame tablebases, personalized training roadmaps • Mind — Complete 3-phase mental performance framework (based on Jared Tendler's methodology): self-awareness (7 tilt types), self-regulation (pre/during/post-game protocols), and opponent psychological conditioning • Biohack — Evidence-based nutrition, supplementation, sleep optimization, and full weekly preparation protocols timed to your game schedule Agents communicate via agent_notes system and the coordinator synthesizes their outputs. Includes scoresheet/board photo scanning, local game vault

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

chess-coach-ai As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install chess-coach-ai@claude-community

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

Tools each declares

The marketplaces of chess-coach-ai 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: chess-coach-ai · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. 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