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"Local RAG system for providing documentation to a large language model (LLM)" matching MCP servers:

  • llm-chess-mcp

    prepaser
    A
    license
    A
    quality
    B
    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

  • rag-nfl-analyst

    JustinUbes
    F
    license
    Not graded
    quality
    C
    maintenance
    MCP server for NFL fantasy football retrieval, providing access to NFL stats and Sleeper league data through retrieval-oriented tools.

  • kbo-local

    SNGCHN
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides 28 MCP tools to query KBO baseball data, including player stats, pitch arsenal, zone charts, usage patterns, and trend reports using a SQLite database.
    MIT

  • OPTA API Documentation MCP

    sportsanalytics-world
    F
    license
    Not graded
    quality
    D
    maintenance
    Provides intelligent access to OPTA football API documentation with automatic authentication, allowing users to query specific endpoint documentation and get answers about soccer match data, events, fixtures, and statistics through natural language.
    5

  • 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

  • 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

  • football-docs

    withqwerty
    A
    license
    A
    quality
    A
    maintenance
    Searchable football data provider documentation for AI coding agents. Enables agents to look up verified docs on event types, qualifier IDs, coordinate systems, and more across 15 providers.
    7
    515
    46
    MIT

  • caddie-mcp

    mbrionesalvarez
    A
    license
    A
    quality
    C
    maintenance
    MCP server that connects Claude or any MCP-capable LLM to your Garmin golf data, enabling natural-language queries on rounds, shots, strokes gained, club distances, course intel, and health-performance correlations from a private local DuckDB cache.
    13
    MIT

  • travmaskinen-mcp

    kennyolofsson23-netizen
    F
    license
    A
    quality
    C
    maintenance
    MCP server providing Nordic harness racing data (Swedish, Norwegian, Danish, Finnish) with upcoming races, startlists, betting pool percentages, and model-derived win probabilities for AI agents.
    7

  • mcsr-mcp

    miyakejima
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that gives AI assistants real-time access to the MCSR Ranked competitive Minecraft speedrunning API, enabling plain-language queries about players, matches, stats, and more.
    18
    MIT

  • Garmin MCP Lite

    Golden0Voyager
    A
    license
    A
    quality
    B
    maintenance
    A lightweight Garmin Model Context Protocol server with 12 curated endpoints for endurance athletes, enabling natural-language queries of activity, training, health, device, and goal data from Garmin Connect.
    12
    MIT

  • footballstack-mcp

    roblanc
    A
    license
    A
    quality
    C
    maintenance
    MCP server for the FootballStack football data API. Gives LLM clients and AI agents (Claude, Cursor) access to real football data — fixtures, standings, lineups, live events, shot-level xG with pitch coordinates, and model-derived fair odds.
    12
    MIT

  • Formula One MCP Server

    notsedano
    A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that provides comprehensive Formula One racing data, enabling access to event schedules, driver information, telemetry data, race results, and performance analytics through natural language queries.
    8
    1
    MIT

  • NFL Analytics MCP

    parthakker
    A
    license
    A
    quality
    B
    maintenance
    Enables natural-language querying of a local DuckDB warehouse of NFL play-by-play data, converting questions into SQL and returning results.
    19
    MIT

  • nba-stats-mcp

    labeveryday
    A
    license
    B
    quality
    D
    maintenance
    Provides comprehensive NBA statistics via Model Context Protocol, enabling queries for player stats, game scores, team info, and advanced analytics through natural language.
    21
    10
    MIT

  • IPL MCP Server

    jay-arora31
    F
    license
    B
    quality
    C
    maintenance
    Provides natural language access to IPL cricket match data, allowing users to query player statistics, team performances, and match results. It utilizes a SQLite backend and Cricsheet data to deliver detailed cricket analytics through the Model Context Protocol.
    1

  • Sportmonks MCP Server

    ferasbbm
    F
    license
    B
    quality
    B
    maintenance
    A Model Context Protocol server for the Sportmonks Football API v3, providing over 150 tools to access football data including fixtures, teams, players, odds, predictions, and more.
    100

  • Yahoo Fantasy MCP

    spilchen
    A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that provides read-only access to Yahoo Fantasy Sports data, enabling AI assistants to query league standings, player stats, matchups, and rosters.
    2
    MIT