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"Semantic Scholar" matching MCP servers:

  • freshcontext-mcp

    PrinceGabriel-lgtm
    A
    license
    A
    quality
    B
    maintenance
    Real-time web intelligence with freshness timestamps. Every extraction returns a dated envelope so AI agents know exactly how old the data is. Covers GitHub, HN, Scholar, arXiv, YC, jobs, finance, and package trends.
    15
    128
    11
    MIT

  • sophotron

    rookslog
    A
    license
    A
    quality
    B
    maintenance
    MCP server for searching and retrieving philosophy papers, combining Semantic Scholar, OpenAlex, Unpaywall, CrossRef, and PhilArchive with PDF resolution, taxonomy browsing, and a personal library.
    18
    149
    MIT

  • Scientific Tools MCP Server

    shomechakraborty
    F
    license
    A
    quality
    B
    maintenance
    High-value scientific tools for AI agents — literature search (PubMed, arXiv, Semantic Scholar), chemical compound lookup (PubChem, ChEMBL), patent prior art search (USPTO, EPO), GPU spot prices across 4 providers, and real-time earth science data (USGS, NASA, OpenAQ). Per-call billing via API key. Keys issued instantly at https://mcp-site.com/keys/request
    6

  • Paper Search MCP

    Dianel555
    A
    license
    B
    quality
    B
    maintenance
    Enables searching and downloading academic papers from 14 platforms including arXiv, PubMed, Google Scholar, Web of Science, Springer, and Sci-Hub with unified data format and intelligent rate limiting.
    64
    19
    229
    181
    MIT

  • cite-mcp

    ndchikin
    A
    license
    B
    quality
    D
    maintenance
    Retrieve citation data effortlessly from CiteAs and Google Scholar. Get BibTeX-formatted citations for your resources with just a few commands. Enhance your research workflow by integrating citation retrieval directly into your applications.
    2
    14
    MIT

  • paper-search

    its-antony
    A
    license
    -
    quality
    D
    maintenance
    Enables searching, downloading, and exporting academic papers from 20+ scholarly sources including arXiv, PubMed, and Semantic Scholar. Supports multi-source concurrent search, citation network tracing, and export to CSV, RIS, and BibTeX.
    MIT

  • openresearch-mcp

    olanokhin
    A
    license
    -
    quality
    A
    maintenance
    Zero-auth multi-source research MCP server that enables web search, reading URLs, PDFs, GitHub repos, and querying Hacker News, Stack Overflow, Semantic Scholar, and YouTube transcripts without API keys.
    10
    Apache 2.0

  • mcp-scholaris

    penny4nonsense
    A
    license
    -
    quality
    C
    maintenance
    Searches and retrieves academic papers from open access sources like arXiv, Semantic Scholar, and PubMed, with full text access via arXiv PDFs, PubMed Central, and Unpaywall.
    MIT

  • CNKI Search MCP Server

    davidyuan666
    F
    license
    -
    quality
    -
    maintenance
    An MCP server for searching Chinese academic papers and core journal information across multiple free platforms like Baidu Scholar and the National Center for Philosophy and Social Sciences. It enables users to retrieve metadata for social science and STEM research papers without requiring API keys.
  • Schema.gov.it MCP Server by italia

    Schema.gov.it MCP Serverofficial

    italia
    A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to semantically explore and analyze the Italian government data catalog (schema.gov.it), including ontologies, vocabularies, datasets, and data quality checks.
    47
    9
    MIT

  • Humanitarian MCP

    ahmedvnabil
    A
    license
    A
    quality
    A
    maintenance
    Enables querying and analyzing humanitarian data, such as refugee statistics, through semantic tools like country comparisons, trend analysis, and report generation, using the UNHCR API.
    21
    21
    1
    MIT
  • fd-open-data-mcp by FindDataTechnology

    fd-open-data-mcpofficial

    FindDataTechnology
    A
    license
    -
    quality
    B
    maintenance
    Provides a semantic concept layer over financial/economic data from multiple sources, enabling users to query data by concept and entity with automatic source selection and failover.
    MIT

  • federal-spend-ai

    SBPnet
    A
    license
    -
    quality
    B
    maintenance
    MCP server for analyzing Canadian federal spending data, offering tools for contract search, NLP, semantic search, anomaly detection, and money-flow tracing.
    MIT

  • Elephant MCP Server

    elephant-xyz
    A
    license
    -
    quality
    A
    maintenance
    Connects Claude-compatible clients to the Elephant data graph, enabling discovery of data groups, classes, and property schemas. Supports semantic code search for verified script examples via OpenAI or AWS Bedrock embeddings.
    63
    2
    MIT