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semantic-scholar-mcp

by cktbarking
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Python
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    • semantic-scholar-mcp

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    • paper-search

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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

    A3.6/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools have completely distinct purposes: one searches for academic papers, the other downloads a PDF by DOI. There is no overlap or ambiguity between them.

    Naming Consistency5/5

    Both tool names follow the verb_noun pattern (search_papers, download_paper), which is consistent, predictable, and easy to understand.

    Tool Count2/5

    With only 2 tools, the server feels significantly under-scoped for a service like Semantic Scholar. A typical integration would include many more capabilities, such as retrieving paper metadata, authors, citations, and recommendations, making this count too low for the domain.

    Completeness2/5

    The tool surface covers only search and PDF download by DOI. Major functionalities like fetching paper details by ID, exploring citations/references, and author information are missing, leaving obvious gaps that could cause agent failures.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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