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Comparison

Ocean Insight Spectrometer vs io.github.microsoft/playwright-mcp

Ocean Insight Spectrometer is an MCP server published by K-Dense-AI. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.microsoft/playwright-mcp is an MCP server published by microsoft. Marketplaces we read that list it: 4 (Official MCP Registry, Claude Code: claude-plugins-official, Cursor: cursor/plugins, Docker MCP Catalog). As of our marketplace pass on 2026-10-27. 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
MarketplaceOcean Insight Spectrometerio.github.microsoft/playwright-mcp
Official MCP Registry Listed
Version: 0.1.2
Downloads/month (PyPI): 389
Downloads/week (PyPI): 28
Forks (GitHub): 2
Stars (GitHub): 23
Not marked · First seen
Listed
Version: 0.0.82
Downloads/month (npm): 24 354 243
Downloads/week (npm): 5 573 528
Forks (GitHub): 3 321
Stars (GitHub): 38 672
Not marked · First seen
Claude Code: claude-plugins-official Not listed Listed
Version: not stated
Forks (GitHub): 4 673
Stars (GitHub): 44 708
Not marked · First seen
Cursor: cursor/plugins Not listed Listed
Version: 1.0.0
Forks (GitHub): 1 421
Stars (GitHub): 14 172
Not marked · First seen
Docker MCP Catalog Not listed Listed
Version: sha256:8771dc4666e7
Forks (GitHub): 3 321
Pulls (Docker Hub): 2 563 871
Stars (Docker Hub): 38
Stars (GitHub): 38 672
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

Ocean Insight Spectrometer vs io.github.microsoft/playwright-mcp
FactOcean Insight Spectrometerio.github.microsoft/playwright-mcp
Marketplaces that list it (differs)1 (worse)4 (better)
Stars (GitHub) (differs)23 (worse)44 708 (better)
Pulls (Docker Hub) (differs)No figure on Docker Hub2 563 871
Forks (GitHub) (differs)2 (worse)4 673 (better)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (labmcp-ocean-spectrometer)On your machine (@playwright/mcp)
Transportstdiostdio
Tools it declares (differs)Not published23
Environment variables it asks for (differs)4, secrets among them: 0Not published
Parts of the bundle (differs)Not a bundle1
Licence (differs)Not statedMIT
Repository (differs)github.com/k-dense-ai/lab-instrument-mcpsgithub.com/microsoft/playwright-mcp
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

Ocean Insight Spectrometer

In its own words, on Official MCP Registry:

MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze).

io.github.microsoft/playwright-mcp

In its own words, on Official MCP Registry:

Playwright Tools for MCP

How to run each

Ocean Insight Spectrometer As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio labmcp-ocean-spectrometer -- uvx labmcp-ocean-spectrometer

io.github.microsoft/playwright-mcp As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio playwright-mcp -- npx -y @playwright/mcp

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

Tools each declares

The marketplaces of Ocean Insight Spectrometer publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of io.github.microsoft/playwright-mcp publish no settings it asks for, so we do not compare settings.

What it can do: Ocean Insight Spectrometer · What it can do: io.github.microsoft/playwright-mcp · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/cursor/plugins/blob/HEAD/.cursor-plugin/marketplace.json. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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