microsoft-365-agents-toolkit vs GoldenMatch
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). GoldenMatch is an MCP server published by benseverndev-oss. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-16. 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 |  microsoft-365-agents-toolkit |  GoldenMatch |
|---|---|---|
| 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: 3.13.0 Downloads/month (PyPI): 1 876 Downloads/week (PyPI): 138 Forks (GitHub): 16 Stars (GitHub): 133 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 | microsoft-365-agents-toolkit | GoldenMatch |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 1 033 (better) | 133 (worse) |
| Forks (GitHub) (differs) | 143 (better) | 16 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | Remote server (goldenmatch-mcp-production.up.railway.app/mcp) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/microsoft/work-iq | github.com/benseverndev-oss/goldenmatch |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 2 days ago, requires a key |
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
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
GoldenMatch
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
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.
GoldenMatch As a remote MCP server
claude mcp add --transport http goldenmatch https://goldenmatch-mcp-production.up.railway.app/mcp/Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only GoldenMatch 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: microsoft-365-agents-toolkit · What it can do: GoldenMatch · 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.