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ErikNguyen20

ScholarScope MCP

by ErikNguyen20
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Python
Remote

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Alternatives to ScholarScope MCP

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    • openalex-mcp

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    • legal_scholarship_mcp

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    • OpenAlex MCP Server

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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

    A3.7/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose with no ambiguity. The tools cover different aspects of academic research: fetching full text, searching for papers/authors/institutions, getting author papers, and analyzing paper relationships (references, related works, citations). There is no overlap in functionality.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern with snake_case throughout. The naming is predictable and readable: fetch_fulltext, papers_by_author, referenced_works_in_paper, related_works_of_paper, search_authors, search_institutions, search_papers, works_citing_paper.

    Tool Count5/5

    With 8 tools, this is well-scoped for an academic research server. Each tool earns its place by covering essential operations: searching across different entity types, fetching content, and analyzing paper relationships. The count is neither too thin nor too heavy for the domain.

    Completeness4/5

    The tool surface provides excellent coverage for academic research workflows: searching, fetching, and relationship analysis. Minor gaps exist, such as no direct tools for updating metadata or managing user collections, but agents can accomplish core research tasks effectively with the provided tools.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources