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Manage files on OneDrive and SharePoint via Microsoft Graph API - upload, download, list, search, and organize network documentation and artifacts.
Passed 18 of 21 test cases with the skill, and 5 of 21 without it.
and 17 more in the full report
14 fixed5 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
What tool should be used to remove an authenticated Microsoft account from the local M365 MCP session?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies remove-account as the tool to drop an account | Missed | Passed |
The instructions your model reads when the skill loads.
@softeria/ms-365-mcp-server (MIT)npx -y @softeria/ms-365-mcp-server --read-only --enabled-tools 'drive-item|folder-files'
login tool.Version 2.0.0 replaced a package that did not exist. Until spec 093 this skill invoked
npx -y @anthropic-ai/microsoft-graph-mcp, which 404s on npm, and documented sevengraph_*tool names that exist in no server. Every call it described failed. The tool names below were read from the live server'stools/list, not recalled.
--enabled-tools filter is mandatoryThe unfiltered server exposes 188 tools measured at ~225,355 tokens — 45× NetClaw's 5,000 token manifest ceiling. It is unusable without a filter. The filter above lands 12 tools at ~4,599 tokens, which fits with little room to spare, so keep it narrow.
Read from the running server, --read-only with the filter above:
| Tool | What it does |
|---|---|
list-folder-files | contents of a drive folder |
get-drive-item | metadata for one item by id or path |
list-drive-item-versions | version history of an item |
list-drive-item-permissions | who an item is shared with |
list-drive-item-thumbnails | available thumbnail renditions |
login / verify-login / logout | device-code sign-in and session state |
list-accounts / select-account / remove-account | multi-account handling |
There are no graph_* tools. If you find yourself reaching for one, it came from this
skill's old text and does not exist.
test cases passed, vs 5 / 21 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.