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116,870 servers. Updated
20 Best Observability MCP Servers: compared and ranked, November 2026Ranked from 684 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
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    maintenance
    Enables natural-language querying of a local DuckDB warehouse of NFL play-by-play data, converting questions into SQL and returning results.
    19
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for querying validated EuroLeague and EuroCup basketball analytics, including possession-based metrics, four factors, and lineup-level on/off data reconstructed from play-by-play events.
    1
    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
  • A
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    Not graded
    quality
    D
    maintenance
    Public read-only MCP server exposing today's free sports-betting projections, track record, methodology, engine versions, and per-game model reads from the Olympus Bets Analytics platform.
    MIT
  • A
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    Not graded
    quality
    F
    maintenance
    Standalone Model Context Protocol server for PropProfessor, plus a small query CLI for local analysis.
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI clients to securely connect to Volleymetrics and Hudl volleyball analytics for opponent scouting, rotation diagnostics, box scores, serve-receive audits, and DataVolley export.
    8
    MIT
  • A
    license
    A
    quality
    C
    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
    9 npm
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Provides access to Fantasy NBA Israel League statistics including team rankings, player stats, roster details, and shooting analytics for a specific private fantasy basketball league.
    5
    -
  • A
    license
    A
    quality
    D
    maintenance
    Provides AI-powered sports analytics for Daily Fantasy Sports (DFS) with real-time player projections, lineup optimization, live odds aggregation from multiple sportsbooks, and SHAP-based explainability to understand recommendation reasoning.
    4
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables Claude, ChatGPT and other MCP clients to look up members, their memberships and credentials, events and event bookings, and clubs and other organisations in a sports membership platform, and, when writes are enabled, to change the dates of a member's membership.
    9
    MIT
  • 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
  • A
    license
    B
    quality
    D
    maintenance
    Enables interaction with a Token Bowl fantasy football league through the Sleeper API, providing tools for league operations, player data, and chat features.
    48
    6
    MIT
  • 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
    -
  • A
    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
    6
    MIT
  • 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
    11
    MIT
  • F
    license
    B
    quality
    D
    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
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI tools to query sports tournaments, leaderboards, predictions, and match stats from the Tulidu Sport platform.
    11 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for Valorant esports analytics that exposes structured metrics and database query tools, enabling AI-assisted match analysis, player profiling, scouting reports, and coaching insights.
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables Claude, Codex, and GitHub Copilot users to query read-only WHOOP recovery, sleep, HRV, strain, workouts, and personal health analytics through natural language. It provides baselines, trends, readiness insights, and local dashboard views without modifying the user's WHOOP account.
    14 npm
    MIT
  • A
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    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
    C
    maintenance
    An MCP server that provides 118+ Formula 1 analytics tools, enabling race analysis, driver comparisons, telemetry exploration, and strategy simulation through natural language.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides structured Valorant esports analytics data and metrics through MCP, including match analysis, player profiling, scouting reports, and ad-hoc SQL queries. Enables AI models to generate accurate coaching insights from pre-computed analytics tables.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides betting intelligence and analytics tools including exposure, CLV, sharp scoring, live betting, and Fantasy402 integration, running on Cloudflare Edge.
    8
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides comprehensive NBA player statistics from basketball-reference.com, delivering detailed stats including career summaries, season comparisons, advanced metrics, and shooting analytics.
    5
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables users to ask AI assistants about their WHOOP recovery, sleep, HRV, strain, workouts, and personal health analytics through read-only tools, resources, and prompts. Also supports HYROX and triathlon tracking, readiness analysis, and a local performance dashboard.
    14 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An open NFL fantasy-football analytics platform that provides live data, machine-learned projections, dynasty values, and prospect grades via an MCP server for AI clients.
    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