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"Connecting external data sources for contextual LLM calls" 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

  • llm-chess-mcp

    prepaser
    A
    license
    A
    quality
    C
    maintenance
    MCP chess runtime that lets LLMs play, analyze, and adapt strength by exposing Stockfish, human move likelihood (Maia3), and Lichess statistics, with the LLM handling strategy and the server handling computation.
    13
    363
    AGPL 3.0

  • iRacing Data MCP Server

    emilioSp
    A
    license
    D
    quality
    D
    maintenance
    Provides seamless access to iRacing's racing simulation data, enabling AI assistants to retrieve driver profiles, career statistics, and team information. It features automatic authentication and tools for real-time driver lookups and season performance analysis.
    6
    30
    3
    MIT

  • mcp-football-data

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Access football (soccer) data including competitions, matches, standings, and team details via the Football-Data.org API.
    3
    2
    MIT

  • football-data-mcp

    kupsas
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides football analytics tools including player scouting, comparisons, market-value filters, expected-goals tables, match-by-match form, team attacking profiles, match search, shot maps, and more for 10 leagues.
    6
    GPL 3.0

  • sports-data-mcp-server

    AiAgentKarl
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to access comprehensive sports data including football, basketball, American football, and hockey leagues via 11 tools, with no API key required.
    MIT

  • sipap-data-mcp

    odirasamuel
    F
    license
    Not graded
    quality
    B
    maintenance
    Provides read-only access to sports data, odds intelligence, and historical stats via 10 MCP tools, with fast response times through Redis caching.

  • 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

  • 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

  • puntersedge-mcp

    Propertyscout001
    A
    license
    A
    quality
    B
    maintenance
    MCP server that brings live Australian racing and sports odds from 12 bookmaker/exchange sources into AI assistants, with per-price age data and tools for next races, best odds, results, and movers.
    9
    MIT

  • fotmob-mcp

    MoRocety
    F
    license
    A
    quality
    B
    maintenance
    Enables querying FotMob football data including matches, match details, teams, leagues, players, and search through MCP-compatible LLM clients.
    6

  • 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

  • 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

  • MCP Partidos de Fútbol

    davise070893
    A
    license
    Not graded
    quality
    D
    maintenance
    A Python-based MCP server that extracts football match data from multiple global sources like ESPN and BBC Sport using intelligent web scraping. It enables AI assistants to retrieve scheduled matches, real-time scores, and broadcasting details with advanced filtering for high-profile games.
    MIT

  • Football Atlas

    citarium
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides access to a cited knowledge graph on football's Laws of the Game and major competitions, with tools for search, question answering, and entity exploration, returning claims with sources and confidence.
    CC BY-4.0

  • mcp-thesportsdb

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to query sports data including teams, players, events, and standings from TheSportsDB through natural language or direct tool calls.
    8
    MIT

  • MCP Server F1Data

    Maxbleu
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Formula 1 data through LLM interfaces like Claude. Provides access to F1 information including circuits, constructors, drivers, grand prix, manufacturers, races, and seasons.
    Apache 2.0

  • mcp-cricket

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Wraps CricAPI to provide live cricket data, enabling AI agents to query cricket information through natural language or direct tool calls.
    10
    MIT

  • mcp-openligadb

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying community-run, keyless football/soccer match data from OpenLigaDB through natural language or direct tool calls.
    10
    MIT

  • rgl-mcp

    RGLgg
    F
    license
    Not graded
    quality
    C
    maintenance
    Enables querying RGL.gg competitive TF2 data through natural language, resolving player, team, season, division, and match information via a series of API calls.