The Miners hosted home minor league games at the Madisonville City Park ballpark.
The league folded on August 4, 1916, with Madisonville 18.0 games behind the first place Clarksville Volunteers in the final standings.
Madisonville finished the 1922 season with a 73–39 record to place first in the overall standings, playing under manager Neil Deighan.
The Madisonville Miners finished 11.5 games ahead of the second place Hopkinsville Hoppers in the final overall standings.
Led by manager Frank Zubik, the Miners finished 31.0 games behind the first place Owensboro Oilers in the eight–team league's final standings.
[14] The Miners finished the regular season with a 69–56 record to place fourth under returning manager Frank Zubik.
Madisonville finished 8.0 games behind the first place Owensboro Oilers in the final regular season standings.
The Miners finished the regular season with a 67–57 record, to again place fourth, playing under manager Joe DeMasi.
Madisonville finished 16.0 games behind the first place Owensboro Oilers in the final regular season standings.
In the Finals, the Miners were up 2 games to 1 over the Cairo Dodgers when the series was ended due to bad weather.
The Miners finished 8.0 games behind the first place Mayfiled Clothiers in the regular season standings and missed the playoffs.
[22] Madisonville finished the regular season with a 65–55 record to place third, finishing 17.5 games behind the first place Fulton Lookouts Under manager Everett Robinson, the Madisonville Miners defeated the Paducah Chiefs3 games to 1 in the first playoff series to advance.
With a 67–53 record under returning manager Everett Robinson, the Miners finished 3.0 games behind the Fulton Lookouts in the eight–team league.
With a record of 61–52, the Miners placed fifth in the overall league standings, playing the season under managers Bob Latshaw and William Close.
On June 7, 1955, Madisonville pitcher Jack Kralick threw a no-hitter against the Union City Dodgers in a Kentucky–Illinois–Tennessee League game.
The franchise is a member of the Ohio Valley League, playing at Elmer Kelley Stadium within the Madisonville City Park.