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  • A
    license
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    MCP server for Swiss federal finances (EFV), providing read-only tools to query budget, debt, forecasts, and spending by task and institution from public data.
    6
    50 PyPI
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables LLMs to browse and retrieve tasks from the FIPI EGE open bank, including subject listing, task search with metadata and LaTeX-formatted conditions, and automated answer checking for short-answer questions.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    FYI request management with tools for requests, authorities, correspondence, sync, and health.
    15
    1
    MIT
  • F
    license
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    quality
    C
    maintenance
    Identifies plants from photos and determines whether a species is native, introduced, or invasive in a given country, drawing on GBIF, GRIIS, and GISD data, and also provides management recommendations and country alien-species lists.
    4
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI builders to discover trending open-source projects for a given task by ranking repos based on GitHub momentum, npm/PyPI growth, and Hacker News buzz, with tools to recommend, search, assess health, and compare repositories.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A universal paper downloader MCP that probes providers by DOI/identifier, downloads to a short-lived staging area, validates PDFs, and cleans up, while leaving final storage and management to the calling project.
    6
    1
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    An MCP server for discovering, matching, drafting, and managing grants and public goods funding for open-source AI projects. It integrates Grants.gov, NSF Awards, GitHub Sponsors, Open Collective, Gitcoin, and other sources to provide grounded proposals and autonomous funding lifecycle management.
    9
    1
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    Enables interaction with the PolyMarket API to fetch prediction market data such as market information, prices, and historical data, with robust error handling and rate limit management.
    4
    145
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to search and retrieve Korean government grant, startup-support, R&D, and Nara Market procurement bid notices through the BizBell announcements API. It also supports favorites and keyword-based alert management, with required source attribution for republished notices.
    157 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for interacting with the Open Science Framework (OSF), enabling search for projects, registrations, preprints, and file management.
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to access official statistical and economic indicator datasets from Eurostat, World Bank, OECD, IMF, WHO, and national statistical offices across 150+ countries through natural-language dataset discovery, inspection, time-series retrieval, SQL queries, CSV export, and account/watchlist management.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Bridges Korean public data APIs (data.go.kr) into MCP with automatic OpenAPI normalization, quota management, caching, and backoff. Enables natural language interaction with Korean government data through MCP.
    64 PyPI
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with SpiderFoot's OSINT scanning capabilities through Claude and other MCP-compatible tools. Supports comprehensive scan management, real-time monitoring, result retrieval, and export functionality for reconnaissance and investigation workflows.
    6
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that turns the Czech business register (ARES) into an interactive force-directed graph of company management and ownership ties, allowing users to explore and expand the graph live within Claude.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables Fantasy Premier League squad management with custom tools for player search, fixture outlook, tier classification, hit math, and chip timing, all using public FPL data without requiring login credentials.
    1
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Analyzes suspicious KakaoTalk messages and links using public data samples and rule-based risk scoring to classify scam types and generate safe action guides.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Access oceanographic and environmental data from 63+ ERDDAP servers worldwide through natural language queries. Search datasets, retrieve metadata, and download scientific data for climate research, marine biology, and coastal management.
    18
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