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"An open-source vector database for similarity search and AI applications" matching MCP servers:

  • euroleague-open-data

    McNews11
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that lets an LLM query a DuckDB warehouse of EuroLeague and EuroCup basketball data in natural language, offering tools for player and team stats, shot charts, boxscores, and fantasy draft analysis without contacting upstream APIs.
    13
    MIT
  • ActiveNet OpenAPI MCP Server by globalpayments

    ActiveNet OpenAPI MCP Serverofficial

    globalpayments
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to interact with ActiveNet OpenAPI services for managing organizations, activities, customers, facilities, and more.
    GPL 2.0

  • AI Race Engineer

    fayazhussain2821
    A
    license
    B
    quality
    B
    maintenance
    MCP server that provides F1 telemetry analysis, tyre degradation modeling, and pit strategy recommendations, delivering race engineer-style calls grounded in real data. It exposes tools for degradation fits, fuel correction, and strategy reasoning via LangGraph.
    4
    MIT

  • Dappier MCP Server

    Cometdev312
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables fast real-time web search and access to premium data from trusted sources including news, financial markets, sports, and more. Supports AI agents with live data and curated content from various domains.
    11
    MIT

  • SportIQ

    Ninjabeam20
    A
    license
    A
    quality
    B
    maintenance
    48 AI-callable tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — Monte-Carlo bracket simulations, F1 pit-strategy modeling, and a Dream11 ILP optimizer, plus live odds and value-bet detection. Free, open-source, and works with any MCP client via uvx.
    44
    10
    MIT

  • mlb-api-mcp

    guillochon
    A
    license
    B
    quality
    B
    maintenance
    Python MCP server that provides comprehensive access to MLB statistics and baseball data through a FastAPI-based interface. Acts as a bridge between AI applications and MLB data sources, enabling seamless integration of baseball statistics, game information, player data, and more.
    24
    57
    MIT

  • Tulospalvelu MCP

    jsvirtane
    F
    license
    B
    quality
    D
    maintenance
    Read-only MCP server for the Palloliitto's result service API, enabling AI applications to search and inspect football & futsal data including clubs, teams, matches, competitions, and league tables.
    12

  • ValorLens

    jawaharlaldoon-bit
    A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for Valorant esports analytics that exposes structured metrics and database query tools, enabling AI-assisted match analysis, player profiling, scouting reports, and coaching insights.
    Apache 2.0

  • StatHead

    dachhack
    A
    license
    Not graded
    quality
    B
    maintenance
    An open NFL fantasy-football analytics platform that provides live data, machine-learned projections, dynasty values, and prospect grades via an MCP server for AI clients.
    MIT

  • nfl-mcp

    ebhattad
    A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server that provides access to over 12 years of NFL play-by-play data through a local DuckDB database. It enables users to query player performance, team statistics, and situational efficiency metrics like EPA and WPA using natural language.
    13
    MIT

  • MCP-Soccerdata

    yeonupark
    A
    license
    Not graded
    quality
    C
    maintenance
    An open-source MCP server that connects to the SoccerDataAPI to deliver up-to-date football match information via natural language interactions.
    39
    MIT

  • mcp-wger

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables interaction with the wger Workout Manager database to retrieve exercises, muscles, and equipment information.
    5
    MIT

  • mcp-sports-server

    mayank-nayak
    F
    license
    Not graded
    quality
    C
    maintenance
    Enables natural-language querying of historical NBA game data from a read-only SQLite database.

  • zwift-mcp

    benniblau
    F
    license
    Not graded
    quality
    C
    maintenance
    Exposes Zwift training history stored in a local SQLite database to MCP clients and a REST API, enabling queries for activities, power curves, race results, and training load.

  • Soccer MCP Server

    obinopaul
    F
    license
    Not graded
    quality
    D
    maintenance
    Provides programmatic access to comprehensive football statistics and live match data via API-Football, enabling applications to retrieve league standings, team fixtures, player statistics, and real-time match events.
    6

  • cricket-mcp

    mavaali
    F
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that enables natural language querying of over 10 million ball-by-ball cricket deliveries stored in a local DuckDB database. It provides 26 tools for analyzing player matchups, situational stats, and historical records across all major cricket formats and tournaments.
    2