The club changed hands for only the second time when Murray and Patty Stephens purchased Meadowbrook in 1987 from Fred Stieber.  Murray is one of the founding coaches of the North Baltimore Aquatic Club and also the coach of the successful high school program at Loyola Blakefield.  Patty, also a swim coach, established the North Baltimore Swim School at the Timonium Holiday Inn in 1993.  The merging of the North Baltimore Aquatic Club, founded in 1968, with Meadowbrook created national and international swimming success.  Successful Olympic swimming became synonymous with Meadowbrook in the era from 1987 to 2009, especially following the completion of the indoor pool and fitness center in 1995.  In Summer League, the Meadowbrook Tomatoes won consecutive Central Maryland Division One championships from 2001 until 2017.

In September of 2020, Meadowbrook began two Swim Practice Groups, Introduction and Advanced to replace the Stroke & Turn Clinic from previous seasons.  Evaluations were conducted by John Cadigan and Josh Coplai to determine whether prospective swimmers could be placed in Introduction or Advanced Swim Practice or remain in the Intermediate level of Swim Lessons.  Rather than run in six week sessions as the rest of lessons, Swim Practice would run in semesters, September to December and January to May.  Coached by John, Josh, and Darla Long, these groups inspired Meadowbrook to consider starting a year round team.  Kailey Morris, a coach and former swimmer familiar to Meadowbrook, was hired in December and began working with the Swim Practice groups in January.

On January 15, 2021, the decision to form a team was formalized and the application process through Maryland Swimming, Inc. and USA Swimming began.  The completed application packet was submitted to Maryland Swimming on January 26th and forwarded to USA Swimming in Colorado Springs the next day.  Meadowbrook received preliminary approval on February 4th and final approval February 8th.  Meadowbrook publicly announced the new team February 15, 2021, with Kailey Morris and John Cadigan as coaches.  Evaluations began March 1st.  The first practices were scheduled for Saturday, May 1, 2021, with 39 swimmers registered.

In September, Kailey Morris received word that a job opening she had long sought in Florida was available. Founding coach John Cadigan became the team's head coach.  At the same time, Coach Nikola Trajkovic applied for and was hired to be an assistant coach. Julia Martiner joined the staff in the Fall of 2021.  Chris Balbo in the Spring of 2022.  Deanna Gurri took the lead coach position with Susquehanna in August of 2022.  Barbara Beidler began assiting in the Fall of 2022.  Vivian Miller and Mary Baker began in the Spring of 2023.