It has been a challenge to synthesize macrolide musk in excellent yields with high purity. KF-La/γ-Al
2
O
3
catalyst was prepared from a highly basic mesoporous framework using a mild method. The prepared KF-La/γ-Al
2
O
3
catalyst was employed for the synthesis of cyclopentadecanolide from methyl 15-hydroxypentadecanoate. The morphology and structure of prepared catalysts were characterized using XRD, TG-DTG, SEM, EDX, TEM, BET and CO
2
-TPD. The results revealed that the K
3
AlF
6
and LaOF are produced on the surface of KF-La/γ-Al
2
O
3
, and LaO can promote the dispersion of KF on the surface of Al
2
O
3
. Catalysts pore size main distribution ranges between 10 and 30 nm, the maximum CO
2
desorption temperature is 715°C when the La loading is 25%. Because F
−
ion has a higher electronegativity than O
2−
ion, the KF-promoted metal oxide (Al
2
O
3
or/and La
2
O
3
) contained more strong basic sites, compared with that of the corresponding metal oxide. The yield of cyclopentadecanolide obtained at 0.5 g KF-25La/γ-Al
2
O
3
catalyst and a reaction temperature of 190°C for 7 h were 58.50%, and the content after reactive distillation is 98.8%. The KF-La/γ-Al
2
O
3
catalyst has a larger pore size and basic strength, which is more conducive to the macrolactonization of long-chain hydroxy ester.