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abhi-ramtel

mcp-overleaf-server

by abhi-ramtel

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    TDQS

    A3.7/5.0

    Scored across 11 tools

    Disambiguation4/5

    Most tools have distinct purposes, but the presence of both `render_and_compile` (which can produce a cover letter) and a separate `render_cover_letter` creates some ambiguity. Agents may be uncertain which to use for cover letter generation. Otherwise, tools like `batch_plan` and `batch_render` are clearly paired, and the rest are well-separated.

    Naming Consistency3/5

    The majority of tools follow a verb_noun pattern (e.g., `list_applications`, `render_and_compile`), but there are inconsistencies: `overleaf_sync` reverses the order (noun_verb), and `overleaf_commit_push` uses two verbs. The naming is still readable, but the mixed conventions detract from predictability.

    Tool Count5/5

    With 11 tools, the server covers the full workflow from CV retrieval to compilation, batch processing, ATS analysis, and application tracking. Each tool earns its place, and the count is well within the ideal 3-15 range for a focused domain.

    Completeness4/5

    The toolset covers the essential lifecycle: fetching master CV, tailoring, rendering, batch handling, ATS scoring, and tracking applications. Minor gaps exist, such as no tool for directly editing the master CV or deleting tracker entries, but these are peripheral to the core functionality.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues