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wuruiqi

academic-workflow-mcp

by wuruiqi

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    TDQS

    A4.4/5.0

    Scored across 10 tools

    Disambiguation5/5

    Each tool targets a distinct step in the academic workflow, from importing and retrieving papers to writing notes, syncing highlights, and managing duplicates. There is no functional overlap; the descriptions clearly delineate their purposes.

    Naming Consistency5/5

    All tool names follow the 'workflow_verb_noun' pattern consistently, using snake_case throughout. The verbs (get, write, list, attach, confirm, etc.) are descriptive and follow a predictable structure.

    Tool Count5/5

    With 10 tools, the server is well-scoped for its domain of academic literature management. Each tool covers a necessary aspect of the workflow, and the count is neither too few nor excessive.

    Completeness4/5

    The tools cover the full lifecycle from import to review, including duplicate detection and syncing. Minor gaps exist, such as the lack of a dedicated tool to update note content in-place (though write_note with overwrite partially addresses this). Overall, an agent can accomplish most tasks without dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues