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fisicai

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      An MCP server that integrates InspireHEP high-energy physics literature with LLMs. Search papers, explore citations, retrieve author metrics, and generate formatted references.
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      An MCP server for the INSPIRE-HEP API, enabling literature search, author lookups, DOI/arXiv/ORCID resolution, citation export, and bibliography generation with configurable detail levels.
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    TDQS

    A3.9/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool targets a distinct resource and action: arXiv fetching, HEPData metadata and download, INSPIRE search and BibTeX, likelihood patch listing, and bundle validation. No two tools have overlapping purposes.

    Naming Consistency4/5

    All names use snake_case and are lowercase. Most follow a resource_verb or resource_verb_object pattern (e.g., arxiv_fetch, hepdata_get), but 'inspire_bibtex' is just resource_object and slightly inconsistent. Overall, the pattern is clear and predictable.

    Tool Count5/5

    With 7 tools, the set is well-scoped for the domain of high-energy physics data access and validation. Each tool serves a clear purpose without redundancy or unnecessary complexity.

    Completeness4/5

    The tools cover core workflows: searching literature, fetching papers and BibTeX, accessing HEPData records and likelihoods, and validating analysis bundles. Minor gaps include no direct PDF download from arXiv and no HEPData search, but these are not critical for the intended use.

    Maintenance

    ActivityStale
    ResponsivenessNo issues