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  • F
    license
    A
    quality
    C
    maintenance
    A read-only FastMCP server for academic research that lets agents search papers, inspect metadata, follow citation graphs, generate BibTeX, and read full texts of open-access PDFs via semantic scholar, OpenAlex, arXiv, DBLP, and Crossref.
    6
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  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables in-chat scientific viewers for molecular structures, sequence alignments, and slide images, plus data tools for searching structures, fetching sequences, aligning them, and drafting NGS analysis plans.
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for legal research that enables searching US case law via CourtListener, retrieving full opinion text, and looking up legal definitions from Cornell's Wex. Students can connect via a remote connector in Claude.ai to cite real, free legal sources.
    1
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables searching and retrieving academic papers from arXiv by topic, allowing users to discover research papers and extract their metadata including titles, authors, abstracts, and PDF links through natural language queries.
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  • F
    license
    Not graded
    quality
    C
    maintenance
    Exposes 96 economic distress indicators, the American Distress Index (ADI), and county-level distress scores for all 3,144 U.S. counties to MCP-compatible AI agents.
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  • A
    license
    A
    quality
    C
    maintenance
    Enables searching CiNii Research for academic articles, books, grants, and research data, and retrieving metadata for individual items.
    2
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables AI-powered academic research by searching and retrieving research papers from OpenAlex database. Supports searching by keywords/topics and fetching full abstracts for detailed paper analysis.
    6
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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to search and access arXiv papers through the Model Context Protocol, with local paper storage and research prompts.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching and retrieving organization records from the Research Organization Registry, with fuzzy affiliation matching.
    5 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A self-hosted research library with a read-only MCP endpoint for querying paper metadata, abstracts, and BibTeX entries.
    AGPL 3.0