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microsoft-365-agents-toolkit vs LogoLab

microsoft-365-agents-toolkit is a plugin bundle for AI coding tools published by microsoft. Marketplaces we read that list it: 1 (Copilot CLI: github/copilot-plugins). LogoLab is an MCP server published by Blaxzter. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-15. 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
Marketplacemicrosoft-365-agents-toolkitLogoLab
Copilot CLI: github/copilot-plugins Listed
Version: 1.1.0
Forks (GitHub): 143
Stars (GitHub): 1 033
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.7.0
Downloads/month (npm): 1 355
Downloads/week (npm): 594
Forks (GitHub): 0
Stars (GitHub): 0
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

microsoft-365-agents-toolkit vs LogoLab
Factmicrosoft-365-agents-toolkitLogoLab
Marketplaces that list it11
Stars (GitHub) (differs)1 033 (better)0 (worse)
Forks (GitHub) (differs)143 (better)0 (worse)
Last release (differs)Not published2026-10-12
Where it runs (differs)Installs as a plugin bundleOn your machine (logolab)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Licence (differs)MITNot stated
Repository (differs)github.com/microsoft/work-iqgithub.com/blaxzter/logolab
Changes in the last 7 days (differs)02
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

microsoft-365-agents-toolkit

In its own words, on Copilot CLI: github/copilot-plugins:

Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

LogoLab

In its own words, on Official MCP Registry:

Trace an image to a clean SVG and export a full app-icon set, locally, from your coding agent.

How to run each

microsoft-365-agents-toolkit

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

LogoLab As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio logolab -- npx -y logolab

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

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: microsoft-365-agents-toolkit · What it can do: LogoLab · Compare two other plugins

Data comes from the public marketplace file https://github.com/github/copilot-plugins/blob/HEAD/.github/plugin/marketplace.json. 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