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hwwang06

Hugging Face MCP Server

by hwwang06

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    • F
      license
      A
      quality
      D
      maintenance
      Enables access to the Hugging Face Hub API to search and retrieve information about machine learning models, datasets, and their metadata. Provides comprehensive tools for exploring the Hugging Face ecosystem including model details, dataset information, and parquet file access.
      8
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Search and retrieve models, datasets, and spaces from Hugging Face Hub. Enables browsing trending items and getting detailed info on repos.
      13 npm
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables searching, fetching, and analyzing scientific papers from ArXiv, ACL Anthology, Semantic Scholar, and Hugging Face datasets, with optional LLM-powered document QA and research proposal workflows.
      92
      Apache 2.0

    TDQS

    B3.2/5.0

    Scored across 10 tools

    Disambiguation4/5

    Each resource type (models, datasets, spaces, papers, collections) has a clear search/get pair, so boundaries are generally distinct. The only mild overlap is between get-daily-papers (a curated list) and get-paper-info (a specific paper), but the descriptions distinguish them adequately.

    Naming Consistency4/5

    All names follow a hyphenated verb-first pattern (search-X, get-X-info), which is predictable and readable. Minor inconsistency: search tools use plural resource nouns (search-models) while get tools use singular (get-model-info), plus get-daily-papers deviates slightly in structure.

    Tool Count5/5

    Ten tools is well within the ideal 3-15 range and each is scoped to a distinct resource/action. No redundant or filler tools; the set maps cleanly onto the Hub's main entity types.

    Completeness4/5

    Strong coverage of the read/lookup lifecycle across models, datasets, spaces, papers, and collections, covering the hub-browsing domain well. Minor gaps: no general paper search (only curated daily papers) and no file/tree listing or author/org tools, but these are workaround-able.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues