Nelson spent two seasons in Kansas City, playing sparingly off the bench. In 1976, he got his only taste of postseason action. Pinch-hitting for Tom Poquette in Game 3 of the 1976 American League Championship Series against the New York Yankees, he grounded out against Sparky Lyle. He played in his final major league game on September 27, 1977, then retired after the season.