MCP server providing tools for Microsoft 365 operations, file handling, web interactions, and agent/fleet execution in a Copilot environment
add to a file without rewriting it
gateway tool for calling other MCP tools via socket mechanism
a fix that adds a module needs somewhere to put it
locate a file by name when grep is the wrong instrument
the answer it is being asked for IS this diff
what have I changed
find files by pattern
find the code that matters in a repository it has never seen
see what is in a directory
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 14 | 2026-07-28+ | v2 |
several edits to one file without three round trips
read a source file it is about to change
many projects keep configuration it must respect in JSON
the ordinary shape of a small fix
many of these projects are Python and their tests are run from it
click what it saw, in that frame
see the screen, with the coordinate frame needed to act on what it sees
the named keys ordinary office work needs, refusing the destructive combinations
reach what is below the fold
type into the focused field, as characters rather than keystrokes
what is open, which is often enough to decide without a picture
build and test commands are the task; this is the point of the run
write the fix, which is the artefact the whole run exists to produce
update a manifest the fix requires