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jbdamask

NIH RePORTER MCP

by jbdamask
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Python
Remote

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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

    B3.4/5.0

    Scored across 4 tools

    Disambiguation3/5

    The three search tools have overlapping purposes that could cause confusion. search_combined appears to combine projects and publications, while search_projects and search_publications handle them separately. An agent might struggle to choose between search_combined and the other two for certain queries, though the descriptions provide some guidance about their different focuses.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern with snake_case. search_combined, search_projects, search_publications, and test_connection all use clear, predictable naming conventions that make the tool set easy to understand at a glance.

    Tool Count4/5

    Four tools is reasonable for an NIH RePORTER interface, though it feels slightly thin. The three search operations and one connection test cover the core functionality, but additional tools for retrieving specific projects or publications by ID might have made the surface more complete. The count isn't problematic, just minimal.

    Completeness3/5

    The tool set provides search capabilities but lacks obvious retrieval operations. There's no way to get a specific project or publication by identifier (like project number or PMID), which creates a gap in the CRUD lifecycle. Agents can work around this by searching with specific criteria, but direct lookup tools would make the surface more complete for the NIH RePORTER domain.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources