microsoft-365-agents-toolkit vs Scholar MCP
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). Scholar MCP is an MCP server published by Liyux3. 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
| Marketplace |  microsoft-365-agents-toolkit |  Scholar MCP |
|---|---|---|
| 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: 0.8.5 Downloads/month (PyPI): 507 Downloads/week (PyPI): 295 Forks (GitHub): 1 Stars (GitHub): 5 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 | Scholar MCP |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 1 033 (better) | 5 (worse) |
| Forks (GitHub) (differs) | 143 (better) | 1 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (scholar-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 16, secrets among them: 9 |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/microsoft/work-iq | github.com/liyux3/scholar-mcp |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
Scholar MCP
Federated academic search, citation traversal, persistent PDF download, and temporary reading.
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.
Scholar MCP As a local MCP server: PyPI package
claude mcp add --env "CORE_API_KEY=<YOUR_CORE_API_KEY>" --env "DASHSCOPE_API_KEY=<YOUR_DASHSCOPE_API_KEY>" --env "EXA_API_KEY=<YOUR_EXA_API_KEY>" --env "NOTION_API_KEY=<YOUR_NOTION_API_KEY>" --env "OPENALEX_API_KEY=<YOUR_OPENALEX_API_KEY>" --env "S2_API_KEY=<YOUR_S2_API_KEY>" --env "SCHOLAR_RERANK_API_KEY=<YOUR_SCHOLAR_RERANK_API_KEY>" --env "SCOPUS_API_KEY=<YOUR_SCOPUS_API_KEY>" --env "ZOTERO_API_KEY=<YOUR_ZOTERO_API_KEY>" --transport stdio scholar-mcp -- uvx --find-links https://github.com/Liyux3/scholar-mcp/releases/download/v0.8.5/wheel-index.html --python 3.12 --with "scholar-mcp[rerank]==0.8.5" scholar-mcpRequires: CORE_API_KEY (secret), DASHSCOPE_API_KEY (secret), EXA_API_KEY (secret), NOTION_API_KEY (secret), OPENALEX_API_KEY (secret), S2_API_KEY (secret), SCHOLAR_RERANK_API_KEY (secret), SCOPUS_API_KEY (secret), ZOTERO_API_KEY (secret)
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
The marketplaces of microsoft-365-agents-toolkit publish no settings it asks for, so we do not compare settings.
What it can do: microsoft-365-agents-toolkit · What it can do: Scholar MCP · 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.