Mycolic acids are long chain alpha-alkyl beta-hydroxy fatty acids that are major constituents of the cell wall of Mycobacterium tuberculosis. M. tuberculosis produces three main types of mycolic acids, alpha mycolic acids and keto and methoxy mycolic acids. Cycloproponated mycolic acids make the cell wall less permeable, contribute to antibiotic resistance and host immunomodulation and protect from injury. Cyclopropanation is catalyzed by enzymes of the Cyclopropane Mycolic Acid Synthase (CMAS) family. In the current study, we addressed two CMAS enzymes, proximal alpha cyclopropane mycolic acid synthase (PcaA/CmaA3) and keto cyclopropane Mycolic acid synthase (CmaA2). All-atom Molecular Dynamics (MD) simulations were performed for these enzymes for a timeframe of 100ns each (in triplicate), using GROMACS. Based on the PDB structures of apo and holo states of related CMAS enzymes, we generated a framework which helped us correlate active or inactive states of the enzymes to different conformations sampled by the enzymes during MD simulations. Dynamics suggested that the free or unbound enzymes have intrinsic memory and sample different states of catalysis even in the absence of the substrate/cofactor. Additionally, we find that F200, P201 and W204 may have functional significance. MD simulation of CmaA2 was performed with the objective of gaining insights into the putative role of a loop insert. Analysis showed that acidic residues of this loop possibly play an important role during the active state by forming salt bridges. The insights gained in this study can potentially be utilized for design of effective inhibitors against CMAS enzymes.