WolframAlpha vs math-and-optimization
WolframAlpha is an MCP server published by SecretiveShell. Marketplaces we read that list it: 1 (Docker MCP Catalog). math-and-optimization is a plugin bundle for AI coding tools published by MathWorks. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-11-08. 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
| Marketplace |  WolframAlpha | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:4cd89d002d55 Forks (GitHub): 20 Pulls (Docker Hub): 48 196 Stars (Docker Hub): 6 Stars (GitHub): 76 Not marked · First seen |
Not listed |
| Community marketplace matlab/matlab-agentic-toolkit | Not listed | Listed Version: 0.3.0 Forks (GitHub): 148 Stars (GitHub): 1 276 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 | WolframAlpha | math-and-optimization |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 76 (worse) | 1 276 (better) |
| Pulls (Docker Hub) (differs) | 48 196 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 20 (worse) | 148 (better) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/wolfram-alpha) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 1 | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/secretiveshell/mcp-wolfram-alpha | github.com/matlab/matlab-agentic-toolkit |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-11 | 2026-10-27 |
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
WolframAlpha
Connect your chat repl to wolfram alpha computational intelligence.
math-and-optimization
Optimization Toolbox, Partial Differential Equation Toolbox, and Symbolic Math Toolbox.
How to run each
WolframAlpha As a local MCP server: Docker image
claude mcp add --env "WOLFRAM_API_KEY=<YOUR_WOLFRAM_API_KEY>" --transport stdio wolfram-alpha -- docker run -i --rm -e WOLFRAM_API_KEY mcp/wolfram-alphaRequires: WOLFRAM_API_KEY (secret)
math-and-optimization As a Claude Code plugin
/plugin marketplace add matlab/matlab-agentic-toolkit
/plugin install math-and-optimization@matlab-agentic-toolkitCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of math-and-optimization publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of math-and-optimization publish no settings it asks for, so we do not compare settings.
What it can do: WolframAlpha · What it can do: math-and-optimization · 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.