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116,605 servers. Updated
20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

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"Web scraping tools and techniques for data extraction" matching MCP servers:

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  • F
    license
    A
    quality
    B
    maintenance
    Enables local read-only access to TheRundown Product API data including sports, affiliates, market definitions, events, futures, and open main lines using your own API key.
    6
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables searching golf courses for free and retrieving premium data such as scorecards, GPS mappings, course details, and green slope images via a credit-based API with explicit spend confirmation.
    10 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients and AI agents to invoke deterministic fitness calculators for BMR/TDEE, body fat, one-rep max, macros, activity multipliers, powerlifting attempts, and natural muscular potential. Each tool reports consensus across published formulas, supporting consistent fitness and training analysis.
    1
    MIT
  • 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.
    -
  • A
    license
    A
    quality
    D
    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
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to discover live and recent football matches, scores, and fan clips on Vublox. Supports searching by team, league, or keyword and retrieving match summaries.
    5
    43 npm
    1
    MIT
  • 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
    23 npm
    3
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Access football (soccer) data including competitions, matches, standings, and team details via the Football-Data.org API.
    469 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    D
    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.
    23 PyPI
    6
    GPL 3.0
  • 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
  • A
    license
    B
    quality
    D
    maintenance
    Enables MCP clients to query documented Sportmicro football endpoints for players, teams, matches, player statistics, and weekly/season projections through narrow, read-only, validated tools.
    7
    3
    MIT
  • 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
  • A
    license
    Not graded
    quality
    F
    maintenance
    Standalone Model Context Protocol server for PropProfessor, plus a small query CLI for local analysis.
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Real-time marathon & road/trail race runner position forecasting, spectator cheer spot arrival windows, on-course sighting pin pace recalibration, and worldwide GPX/FIT/OpenStreetMap course search.
    MIT
  • A
    license
    Not graded
    quality
    D
    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
  • A
    license
    A
    quality
    A
    maintenance
    Garmin Connect for Claude and any MCP client, on Garmin's official Personal API. Read-only access to sleep, HRV, Body Battery, stress, heart rate, activities and weight with a revocable key, no password or scraping.
    26
    2,254 PyPI
    57
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to access FantasyPros data through tools for injury news, player lookup, consensus rankings, and projections.
    1
    MIT
  • 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
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for odds data that provides tools to query consensus odds, fair prices, and outliers, and to safely propose, approve, and publish boosts with audit logging.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that turns real NFL & fantasy data into a decisive edge, offering 70+ tools for draft assistance, start/sit recommendations, trade analysis, playoff odds, and more, with live league integration.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides live Formula 1 data such as driver standings, race results, and schedule for the current season, enabling users to ask about F1 without stale training data.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides comprehensive Formula 1 data and analytics for Claude Desktop, including race results, telemetry, standings, and strategy insights through 36+ tools.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A server for querying surf spot data and searching spots, with tools to list regions, spots, get spot info, find spots by criteria, and get mock forecasts.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables read-only access to BuzzerBeater's public API through MCP tools for retrieving team, player, match, market, national team, and other game data.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to access a ProTrainUp club account through its undocumented API and web panel, exposing read-only tools for calendars, motoric tests, exercises, conversations, team-wall posts, scheduled posts, event lists, and diary files. It also supports authenticated GET exploration without performing write operations.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Governed data pipeline for NBA ticketing and attendance data, exposing typed tools for AI agents to query game performance and seat-tier sales without direct database access.
    ISC
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server for Fantrax fantasy baseball that provides tools to read league info, rosters, standings, free agents, and related data.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Exposes Formula 1 historical data (race results, qualifying, pit stops, and championship standings) as callable tools for LLMs via the Jolpica-F1 API.
    -