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scipdf-mcp

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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

    A3.9/5.0

    Scored across 11 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: checking mirrors vs listing them, single vs batch download, citation formatting vs reference parsing, etc. No two tools have overlapping functionality; even similarly named tools like download_paper and download_papers are differentiated by single vs batch behavior.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case (e.g., download_paper, list_mirrors, resolve_doi). This makes the tool set predictable and easy for an agent to navigate.

    Tool Count5/5

    With 11 tools, the server is well-scoped for its domain of academic paper management. Each tool serves a necessary function without redundancy or bloat.

    Completeness5/5

    The tool surface covers the full lifecycle: mirror probing, downloading (single and batch), local file listing, citation formatting, reference parsing, DOI resolution, Unpaywall lookup, config reload, and file opening. No obvious gaps for the stated purpose.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources