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"Automating Testing and Debugging for LLMs in Production" matching MCP servers:

  • jk-mcp-ecnl by jedi-knights

    jk-mcp-ecnlofficial

    jedi-knights
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    maintenance
    An MCP server for ECNL and ECRL youth soccer, providing schedules, standings, and RPI for both boys and girls.
    Last updated
    12
    MIT

  • sleeper-mcp

    yooitsgreg
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    Provides read-only access to the Sleeper Fantasy Sports API for league info, rosters, matchups, drafts, transactions, and player data.
    Last updated
    18
    21
    1
    MIT

  • fastf1-mcp

    aashnakunk
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    A local MCP server that gives Claude (or any MCP-compatible AI client) access to Formula 1 race data. Load any session from 2018 onwards, ask questions in natural language, and get answers backed by real telemetry, timing, and strategy data.
    Last updated
    17
    1
    MIT

  • cuporacle-mcp

    edycutjong
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    MCP server for FIFA World Cup 2026 data including fixtures, live scores, odds, and knockout bracket, plus a tool (wc_edge) that autonomously pays for premium data via Injective's x402 protocol.
    Last updated
    8
    MIT

  • Pitstop

    praneethravuri
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    Provides access to Formula 1 data including driver and constructor championship standings with support for current and historical seasons. Enables users to query F1 championship information through natural language with plans for expanded race data and telemetry.
    Last updated
    22
    1
    MIT

  • mcp-strava

    adrienlupo
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    maintenance
    Minimalist Strava integration for Claude with 7 focused tools for querying athlete stats, activities, zones, and segment analysis.
    Last updated
    8
    34
    3
    MIT

  • intervals-icu-mcp

    hhopke
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    maintenance
    Read/write MCP server for Intervals.icu — 51 tools spanning activities, streams, wellness, calendar, gear, and sport zones, plus structured workout generation with a built-in syntax reference for cycling, running, and swimming.
    Last updated
    12
    57
    28
    MIT

  • Sports Trading Card Agent

    rjexile
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    quality
    D
    maintenance
    Real-time sports card pricing, market analysis, arbitrage detection, grading ROI, investment advice, and player stats (NBA/NFL/MLB). 9 tools for AI agents helping collectors and investors.
    Last updated
    9
    2
    MIT

  • mcp-camptocamp

    olaurendeau
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    Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, summit altitudes, and course descriptions with reliable data to avoid hallucinations.
    Last updated
    6
    347
    MIT

  • Lecka Nutrition Race Planner

    mgnirck
    F
    license
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    quality
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    maintenance
    Race nutrition planning for endurance athletes. Calculates carb, sodium and fluid targets for marathons, ultras, cycling and triathlons. Returns personalised Lecka product recommendations by race type, conditions and athlete weight.
    Last updated
    3
    1

  • bosch-flow-mcp

    partymola
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    maintenance
    MCP server for Bosch eBike Flow (Smart System / BES3). Read-only access to battery health and charge-cycle trends, components and firmware, live state-of-charge, and per-ride activity data (distance, elevation, power, assist-mode, CO2), signing in with your own Bosch account via PKCE.
    Last updated
    12
    GPL 3.0

  • cricket-mcp-server

    tarun7r
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    quality
    F
    maintenance
    An MCP server for fetching cricket data from Cricbuzz, including player statistics, live match scores, upcoming schedules, and the latest news.
    Last updated
    10
    9
    14
    MIT

  • matchday-mcp

    reiorozco
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    quality
    B
    maintenance
    Live football/soccer data from top European leagues, enabling queries for standings, fixtures, scorers, and team comparisons via natural language.
    Last updated
    6
    12
    MIT

  • balldontlie-mcp

    mikechao
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    quality
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    maintenance
    An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB.
    Last updated
    4
    31
    25
    MIT