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MCP PDF Reader

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    D1.5/5.0

    Scored across 7 tools

    Disambiguation2/5

    Multiple tools have unclear boundaries and overlapping purposes, particularly between read-pdf, read-pdf-smart, smart-read-pdf-legacy, ocr-pdf-auto-legacy, and ocr-pdf-legacy. The lack of descriptions exacerbates the ambiguity, making it difficult to distinguish their specific functions.

    Naming Consistency3/5

    The naming follows a mixed convention with hyphenated names (e.g., read-pdf) and inconsistent suffixes like 'legacy' and 'smart'. While readable, there is no clear pattern, such as a consistent verb_noun structure, leading to some confusion.

    Tool Count4/5

    With 7 tools, the count is reasonable for a PDF reader server, suggesting a well-scoped set. However, the lack of descriptions makes it hard to assess if each tool earns its place, but the number itself is appropriate.

    Completeness2/5

    Inferred domain includes reading, OCR, metadata, and search, but there are significant gaps such as no tools for editing, converting, or managing PDFs (e.g., merge, split, annotate). The surface is incomplete for typical PDF operations, likely causing agent failures.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources