How do I get min, median and max from my query in postgresql?

To calculate the median in PostgreSQL, simply take the 50% percentile (no need to add extra functions or anything):

SELECT PERCENTILE_CONT(0.5) WITHIN GROUP(ORDER BY x) FROM t;