ds vs Zhiyong AI Technology Decision Radar
ds is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑29.
ds is a plugin bundle for AI coding tools published by Andika Rachman. No marketplace we read lists it any more. Zhiyong AI Technology Decision Radar is an MCP server published by zhiyong.dev. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Zhiyong AI Technology Decision Radar | |
|---|---|---|
| Community marketplace andikarachman/data-science-plugin | Removed on 2026-10-29 Version: 2.6.0 Forks (GitHub): 2 Stars (GitHub): 14 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed, marked deprecated Version: 1.2.0 No figure published 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
| Fact | dsno longer listed · | Zhiyong AI Technology Decision Radar |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 14 | No figure on GitHub |
| Forks (GitHub) (differs) | 2 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (mcp.context7.com/mcp) | Remote server (zhiyong.dev/mcp) |
| Transport | Streamable HTTP | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | 28 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/andikarachman/data-science-plugin | Not stated |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-14 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Not responding since 2026-10-26 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of ds
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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End-to-end data analysis workflow plugin for Claude Code. Covers the full pipeline from EDA to model training - EDA, preprocessing, statistical analysis, feature engineering, and…
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SQL, analytics, datasets, models and machine-learning workflows.
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Agents for data engineering, machine learning, and AI development
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DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…
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Valid and reliable data engineering and statistical analysis without hallucinations.
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DataRobot Agent Skills - Agentic skills for DataRobot enterprise AI and ML workflows. Covers model training, deployment, predictions, feature engineering, monitoring…
What each says it does
ds
Data science and ML workflow tools. 9 agents, 8 commands, 19 skills, 9 templates for problem framing, preprocessing, validation, EDA, experimentation, review, deployment, and knowledge compounding.
Zhiyong AI Technology Decision Radar
Read-only AI tool/model discovery with fit signals, unknowns, next tests, and public discussions.
How to run each
ds
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Zhiyong AI Technology Decision Radar As a remote MCP server
claude mcp add --transport http knowledge-graph https://zhiyong.dev/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Zhiyong AI Technology Decision Radar 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
Neither one's marketplaces publish the settings it asks for.
What it can do: ds · What it can do: Zhiyong AI Technology Decision Radar · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. 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.