SumOffice MCP serverofficial
A
licenseNot graded
qualityC
maintenanceEnables AI agents to open, read, propose, and apply edits to real Word and Excel files while preserving macros, Power Query, and file integrity.
MIT
doc-fine-tuning-mcp
by chaosst
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TDQS
A4/5.0
Scored across 11 tools
Disambiguation4/5
Most tools have clearly distinct roles in the read-annotate-edit-version workflow. The main ambiguity is among apply_edit, find_replace, and template_replace, which all modify documents, though their descriptions clarify different use cases.
Naming Consistency4/5
Tool names are consistently lowercase snake_case and mostly follow a verb_noun pattern like read_location, apply_edit, and list_versions. template_replace and find_replace deviate slightly from the verb-first style, but the naming remains predictable and readable.
Tool Count5/5
11 tools is well within the ideal range, and each tool covers a necessary part of the fine-tuning workflow: reading, annotating, waiting, editing, previewing, and versioning. There are no obvious filler or redundant tools.
Completeness5/5
The toolset covers the full annotation loop: open a session, wait for annotations, apply edits, preview changes, and roll back via versions. Features like document creation or export are outside the stated fine-tuning purpose, so no significant gaps are apparent.
Maintenance
ActivitySlowing
ResponsivenessNo issues