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"Understanding Sequential Thinking in Server Systems" matching MCP servers:

  • state-of-ai-in-design-systems

    kaelig
    F
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.
    1

  • Realty In Au MCP Server

    BACH-AI-Tools
    A
    license
    B
    quality
    C
    maintenance
    Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.
    13
    MIT
  • Sugra API MCP by Sugra-Systems

    Sugra API MCPofficial

    Sugra-Systems
    A
    license
    A
    quality
    A
    maintenance
    Gateway connector between LLM agents and world data, providing access to financial market prices, macroeconomic indicators, and news through a bundled endpoint catalog.
    6
    8
    2
    MIT

  • weather-mcp-server

    MichealLewis
    A
    license
    Not graded
    quality
    C
    maintenance
    Real-time weather query MCP server providing current weather for cities via wttr.in, with support for listing built-in city mappings and server metadata.
    MIT

  • EPA MCP Server

    cyanheads
    A
    license
    Not graded
    quality
    A
    maintenance
    Access EPA environmental data — facility compliance (ECHO), toxic releases (TRI), Superfund sites, drinking water systems, environmental justice screening (EJScreen), and real-time air quality (AirNow) via MCP.
    140
    1
    Apache 2.0

  • Switzerland Environmental

    Ansvar-Systems
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides comprehensive Swiss agricultural environmental compliance data covering water protection zones, ammonia emission limits, biodiversity requirements, and nutrient regulations from BAFU, BLW, and Agroscope. Enables AI assistants to search federal ordinances and verify farm compliance through specialized tools for GSchG, LRV, DZV, and other environmental laws.
    34
    Apache 2.0

  • Catalysis Hub MCP Server

    QuentinCody
    F
    license
    Not graded
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that provides programmatic access to Catalysis Hub's GraphQL API, enabling querying of catalytic reactions, material systems, publications, and surface reaction data.
    2

  • Data Gouv MCP Server

    csonigo
    F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables interaction with Datagouv APIs, primarily allowing users to search for up-to-date information about companies registered in France.
    11

  • smhi-mcp-server

    LittleAndi
    A
    license
    A
    quality
    A
    maintenance
    MCP server for SMHI weather data, providing current conditions, hourly and daily forecasts, and daily summaries for northern Europe.
    2
    8
    MIT

  • filed-mcp-server

    mgrantley
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that gives AI agents access to US business entity data, enabling searches across 9 state registries, SEC EDGAR filings, federal contracts, and lobbying disclosures.
    6
    1

  • secop-mcp-server

    juandavidsernav
    A
    license
    A
    quality
    D
    maintenance
    An MCP server to query Colombian public procurement data from SECOP I and II in real time, enabling contract research, transparency oversight, and data journalism.
    10
    2
    MIT

  • USAspending MCP Server

    haydentbs
    A
    license
    A
    quality
    C
    maintenance
    Read-only MCP server for exploring US federal spending data via the USAspending.gov API, enabling natural language queries on awards, agencies, recipients, and spending trends.
    12
    MIT

  • hayday-mcp-server

    Mohib1992
    A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server that serves live HayDay game data (crops, products, animals, machines, level unlocks) for AI agents to help plan your farm without interacting with the game itself.
    11
    MIT

  • PhishTank MCP Server

    Cyreslab-AI
    A
    license
    A
    quality
    D
    maintenance
    Enables checking URLs against PhishTank's phishing database, searching for phishing URLs by target or date, and retrieving phishing statistics, with built-in rate limiting and caching.
    7
    3
    MIT