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  • mrc-data

    meacheal-ai
    A
    license
    A
    quality
    C
    maintenance
    The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.
    Last updated
    19
    9
    2
    Sleepycat

  • pubmed-mcp-server

    cyanheads
    A
    license
    A
    quality
    A
    maintenance
    A bridge connecting AI agents to NCBI's PubMed database through the Model Context Protocol, enabling seamless searching, retrieval, and analysis of biomedical literature and data.
    Last updated
    10
    2,427
    121
    Apache 2.0

  • science-ai-mcp-server

    SelfPy
    A
    license
    A
    quality
    C
    maintenance
    Academic peer-review (HAKEM), research-gap finding, journal recommender (1,214 venues with predatory flags), duplicate publication checker, and article writer tools from Science AI Journal. Free local FTS5 tools + LLM-backed tools that bill the caller's account.
    Last updated
    7
    96
    1
    MIT

  • pubchem-mcp-server

    cyanheads
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents and applications to search, retrieve, and analyze chemical compounds, substances, and bioassays from PubChem's vast chemical information database through comprehensive tools for chemical research and discovery.
    Last updated
    10
    944
    9
    Apache 2.0

  • acatome-quest-mcp

    retospect
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that resolves paper requests (DOI, arXiv, etc.), checks a local store, fetches open-access PDFs, and returns request IDs. It integrates with acatome-extract for ingestion and provides tools for submission, status, update, and file upload.
    Last updated
    4
    GPL 3.0

  • mcp-server-ads

    cbyrohl
    A
    license
    A
    quality
    C
    maintenance
    An MCP server for the NASA Astrophysics Data System (ADS) that enables searching, citation graph traversal, and bibliography management for astrophysics literature. It provides tools for computing citation metrics, resolving astronomical object names, and managing paper libraries through natural language.
    Last updated
    11
    5
    MIT

  • Kolada MCP Server

    isakskogstad
    A
    license
    A
    quality
    D
    maintenance
    Provides access to 5,000+ Key Performance Indicators across 264 operating areas for all Swedish municipalities and regions, enabling statistical analysis, comparisons, and trend tracking of Swedish public sector data.
    Last updated
    21
    46
    12
    MIT

  • FinanceMCP-DCTHS

    guangxiangdebizi
    A
    license
    A
    quality
    D
    maintenance
    A financial data server integrating Tushare API to provide sector indexes, market trends, and constituent stock data from East Money and Flush. It enables MCP-compatible clients to query comprehensive industry and concept block information through stdio or HTTP modes.
    Last updated
    6
    48
    36
    Apache 2.0

  • Math MCP Server

    YasogaN
    A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, algebra, calculus, matrix operations, statistics, probability, unit conversions) to any MCP-compatible AI agent, enabling mathematical computations without code.
    Last updated
    8
    9
    1
    MIT

  • Kakao Keyword Ads MCP

    PlatAid
    A
    license
    A
    quality
    C
    maintenance
    Enables querying and analysis of Kakao Keyword Ads data, including campaigns, ad groups, keywords, and performance reports. Supports 21 read-only tools and 2 resources for accessing ad account information and metrics.
    Last updated
    25
    MIT

  • Metis Public Health

    SVerITG
    A
    license
    B
    quality
    A
    maintenance
    Metis — an open-source (AGPL-3.0), local-first MCP server / research companion. It answers from the user's own indexed PDF library with page-level citations (and flags what it can't find rather than inventing), keeps all data on the user's machine, and routes requests to 34 specialist agents.
    Last updated
    100
    1
    AGPL 3.0