According to SLPD, a heavy police presence got underway in the green space between the Lakefield and Settlers Grove subdivisions near South Highway 6 and Austin Parkway.
The police department said a suspect fled in the area but couldn't disclose why they were searching for the person.
Air units were also called to assist with the search, Sugar Land police added.
By 8 p.m., the police department said the scene was being released, adding that they don't believe there's any danger to residents.