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PDF.co MCP Server

PDF.co MCP Server

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by pdfdotco
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    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

    C2.9/5.0

    Scored across 38 tools

    Disambiguation3/5

    Most conversion tools target a unique source→target pair, but the PDF-modification cluster (pdf_add_annotations_images_fields, fill_forms, create_fillable_forms) all map to the same /pdf-add endpoint and overlap heavily. Likewise excel_to_pdf, csv_to_pdf, and document_to_pdf all convert spreadsheets to PDF, forcing the agent to guess which to use.

    Naming Consistency3/5

    The dominant <source>_to_<target> pattern (pdf_to_text, excel_to_csv, document_to_pdf) is readable and predictable, but it is mixed with noun_verb (pdf_merge, pdf_split), verb_noun (upload_file, find_text, extract_attachments), and bare noun (ai_invoice_parser) styles. Three different conventions coexist without a clear rule for which applies where.

    Tool Count2/5

    38 tools is heavy and partly inflated by redundancy — three Excel→PDF paths, both pdf_to_xls and pdf_to_xlsx, and five excel_to_* converters explicitly marked as retiring in 2027. A conversion matrix naturally needs many entries, but several could be consolidated into parameterized tools.

    Completeness3/5

    Conversion and inspection coverage is broad (formats in and out, OCR, forms, search, attachments, job polling), but core page-level operations are missing: no delete/rotate/reorder/extract-pages, no compression, and no document splitting by barcode or text. Agents can convert and inspect but cannot fully restructure a PDF.

    Maintenance

    ActivityNo data
    ResponsivenessOutdated data

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