Skip to main content
Glama
102,161 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,852 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Tools for simulating browser behavior for web scraping" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • 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
    40 npm
    1
    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
    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
  • F
    license
    A
    quality
    B
    maintenance
    MCP server that exposes Liga Record fantasy football squad data, rules, and tools to Claude for validating lineups, simulating automatic substitutions, checking transfers, and searching the player market.
    9
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Turns official pickleball scoring rules into callable tools for LLMs to track live matches accurately.
    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
    B
    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
  • F
    license
    Not graded
    quality
    D
    maintenance
    Automates tennis court bookings on San Francisco Recreation websites using browser automation, with tools to check availability, initiate booking with SMS verification, and complete bookings.
    9
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server exposing ProCyclingStats teams, riders, and races data by scraping site pages, enabling custom rankings and historical result analysis.
    -
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for RapidOddsAPI that provides bookmaker odds, live scores, arbitrage and value bets to AI assistants. It supports querying sports, odds, results, and betting opportunities with credit-based usage.
    5
    132 PyPI
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides access to the Statbotics API for FIRST Robotics Competition statistical data and predictions. Enables AI assistants and other MCP clients to retrieve FRC team EPA ratings, event predictions, and match analytics.
    14
    224 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables querying table tennis ratings, players, tournaments, and halls from rttf.ru, with respect for robots.txt restrictions.
    5
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Provides AI agents with direct access to KingsPlaybook's sports data including confirmed lineups, player projections, game lines, and pick history via native MCP tools.
    5
    21 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server for ECNL and ECRL youth soccer, providing schedules, standings, and RPI for both boys and girls.
    12
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Read-only MCP server for sourced Dota 2 tournament, team, player, schedule, and result data from Liquipedia, with revision-level metadata and caching.
    5
    7 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server that connects AI assistants to the Statos football analytics platform, enabling natural language queries for match predictions, betting picks, league information, and admin market-suppression controls.
    7
    8 npm
    MIT
  • 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
    1
    MIT