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"Python Code for Data Analysis" 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

  • Fantasy Premier League MCP

    nguyenanhducs
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to analyze Fantasy Premier League data, providing tools for player search, fixture analysis, manager comparisons, and strategy prompts for transfer planning and lineup selection.
    19
    MIT

  • Sleeper MCP Server

    sourknives
    F
    license
    A
    quality
    A
    maintenance
    Enables natural language interaction with Sleeper Fantasy Football API data, allowing queries about leagues, players, matchups, draft results, and trade analysis.
    13
    13

  • Formula One MCP Server

    Machine-To-Machine
    A
    license
    A
    quality
    C
    maintenance
    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    8
    2
    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

  • F1 MCP Server

    Josh-Mantel
    A
    license
    B
    quality
    D
    maintenance
    Provides comprehensive Formula 1 data access including race schedules, session results, lap times, telemetry data, driver/constructor standings, and circuit information. Enables users to retrieve and analyze F1 racing data through natural language queries using the FastF1 Python package.
    5
    MIT

  • kenpom

    omalleyandy
    F
    license
    B
    quality
    D
    maintenance
    A Python MCP server providing 11 tools for querying KenPom basketball analytics, including efficiency ratings, game predictions, four factors, and more through Claude.
    15

  • F1 MCP Server

    stagsz
    F
    license
    B
    quality
    D
    maintenance
    Provides advanced Formula 1 analytics including real-time telemetry processing, tire degradation modeling, weather impact analysis, and Monte Carlo race strategy simulation for comprehensive F1 data analysis.
    13
    5

  • iddaa-mcp

    borakilicoglu
    A
    license
    B
    quality
    C
    maintenance
    MCP server that provides structured access to real-time sportsbook data from iddaa, including live events, competitions, and league fixtures with strategy analysis. Designed for AI agents and automation workflows.
    5
    100
    MIT

  • surfline-mcp

    ivoytov
    F
    license
    B
    quality
    D
    maintenance
    A minimal Python MCP server that provides surf forecasts for a single Surfline spot. It fetches both conditions and rating data through the get_surf_forecast tool.
    1

  • 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

  • Strava Training MCP

    hxie-pallas
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides comprehensive access to Strava API for marathon training and race analysis, enabling language models to query athlete data, analyze training patterns, track performance metrics, monitor heart rate zones, and detect injury risks.
    1
    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

  • mcp-f1analisys

    Maxbleu
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables Formula 1 data analysis through natural language, providing tools like track dominance, lap time analysis, and team performance comparisons.
    Apache 2.0

  • 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

  • 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

  • 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