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ConvertFileFast MCP Server

by MLTCorp
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Python
Hybrid

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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

    B3.4/5.0

    Scored across 18 tools

    Disambiguation4/5

    Most tools target distinct resources and actions, with clear boundaries between PDF operations, image operations, billing, and feedback. Minor potential overlap exists between convert_file and images_to_pdf (both can handle image-to-PDF conversion), but descriptions clarify multi-file versus single-file use cases.

    Naming Consistency4/5

    Nearly all tools follow a consistent snake_case verb_noun pattern (e.g., merge_pdfs, compress_image, create_subscription_checkout). The single exception is images_to_pdf, which uses a noun_to_noun pattern, but it remains descriptive and readable.

    Tool Count4/5

    18 tools is slightly above the typical 15-tool sweet spot, but the server spans multiple sub-domains: file conversion, PDF manipulation, image manipulation, billing, and feedback. Each tool appears to earn its place without obvious redundancy.

    Completeness4/5

    The surface covers core conversion, comprehensive PDF operations (merge, split, compress, rotate, protect, unlock, extract), image operations, billing lifecycle, and feedback. Minor gaps include no job status/history or file deletion, but these are not critical for a stateless conversion service.

    Resources