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20 Best PostgreSQL MCP Servers: compared and ranked, September 2026Ranked from 1,237 matching servers on stars, growth, downloads and maintenance. Updated .

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"Querying a PostgreSQL database using natural language input" matching MCP servers:

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  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables natural-language querying of historical NBA game data from a read-only SQLite database.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables querying K League official data (rankings, matches, players) via SQL using natural language, with a pre-built SQLite database.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to discover tournaments, inspect events, entrants, sets, standings, and streams for any game on start.gg using natural language.
    15
    15 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables users to query MLB Statcast, FanGraphs, and Baseball Reference data using natural language through an AI assistant. It provides comprehensive tools for analyzing player performance, pitch-level data, season leaderboards, and team standings.
    24
    35
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides access to KenPom basketball analytics through MCP tools. Enables querying ratings, efficiency, player stats, and more using natural language.
    18
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server that exposes the Lichess public API through tools for querying player profiles, games, analysis, openings, puzzles, and tournaments, allowing natural-language chess questions without an API key.
    8
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables querying Chess.com public data including player profiles, stats, games, and club information through natural language.
    9
    1 npm
    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
    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
  • F
    license
    A
    quality
    D
    maintenance
    Provides access to live NHL game data, player and team statistics, standings, schedules, playoff brackets, and historical comparisons through natural language queries using the official NHL API.
    11
    -
  • A
    license
    B
    quality
    D
    maintenance
    Provides comprehensive Formula 1 data access including race schedules, session results, lap times, telemetry data, driver/constructor standings, and circuit information. Enables users to retrieve and analyze F1 racing data through natural language queries using the FastF1 Python package.
    5
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    Enables querying volleyball match, team, and tournament data from VolleyballWorld API through SQL queries on a SQLite database.
    1
    -
  • A
    license
    Not graded
    quality
    F
    maintenance
    Wraps TheSportsDB API to enable AI agents to query sports data through natural language.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides access to official MLB statistics via a keyless API, enabling AI agents to query MLB data through natural language or direct tools.
    4 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides natural-language access to 2026 FIFA World Cup schedules, matches, kickoff times, scores, groups, standings, knockout bracket, teams, and stadiums, with automatic data updates during the tournament.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables Formula 1 data analysis through natural language, providing tools like track dominance, lap time analysis, and team performance comparisons.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables fetching football fixtures, match details, league tables, and squad information from the matchday app through natural language.
    2 npm
    MIT