This study describes the synthesis, in vitro evaluation and molecular modeling study of novel compounds for the inhibition of TNF-$alpha$production, Among these compounds, 2-[3-(cyclopentyloxy)-4-methoxyphenyl]-1-isoindolinone (9) was selected as a lead compound and its pyridine derivative 10 was more potent in activity and safer than rolipram.