Have you seen the other thread here on StackOverflow? That points to a mail of the BS mailing list where this is discussed.
Money Quote:
Scrypt isn’t exposed by the BC JCE provider
So if it isn't listed now in the list of available ciphers, it seems that this point is still the case.
I checked the available ciphers available on Java 8 with BC 1.54.0 and these are the available secret key factory algorithms (excluding aliases):
SecretKeyFactory.DES
SecretKeyFactory.DESEDE
SecretKeyFactory.DESede
SecretKeyFactory.PBEWITHHMACGOST3411
SecretKeyFactory.PBEWITHHMACRIPEMD160
SecretKeyFactory.PBEWITHHMACSHA1
SecretKeyFactory.PBEWITHHMACSHA256
SecretKeyFactory.PBEWITHHMACTIGER
SecretKeyFactory.PBEWITHMD2ANDDES
SecretKeyFactory.PBEWITHMD2ANDRC2
SecretKeyFactory.PBEWITHMD5AND128BITAES-CBC-OPENSSL
SecretKeyFactory.PBEWITHMD5AND192BITAES-CBC-OPENSSL
SecretKeyFactory.PBEWITHMD5AND256BITAES-CBC-OPENSSL
SecretKeyFactory.PBEWITHMD5ANDDES
SecretKeyFactory.PBEWITHMD5ANDRC2
SecretKeyFactory.PBEWITHSHA1ANDDES
SecretKeyFactory.PBEWITHSHA1ANDRC2
SecretKeyFactory.PBEWITHSHA256AND128BITAES-CBC-BC
SecretKeyFactory.PBEWITHSHA256AND192BITAES-CBC-BC
SecretKeyFactory.PBEWITHSHA256AND256BITAES-CBC-BC
SecretKeyFactory.PBEWITHSHAAND128BITAES-CBC-BC
SecretKeyFactory.PBEWITHSHAAND128BITRC2-CBC
SecretKeyFactory.PBEWITHSHAAND128BITRC4
SecretKeyFactory.PBEWITHSHAAND192BITAES-CBC-BC
SecretKeyFactory.PBEWITHSHAAND2-KEYTRIPLEDES-CBC
SecretKeyFactory.PBEWITHSHAAND256BITAES-CBC-BC
SecretKeyFactory.PBEWITHSHAAND3-KEYTRIPLEDES-CBC
SecretKeyFactory.PBEWITHSHAAND40BITRC2-CBC
SecretKeyFactory.PBEWITHSHAAND40BITRC4
SecretKeyFactory.PBEWITHSHAANDIDEA-CBC
SecretKeyFactory.PBEWITHSHAANDTWOFISH-CBC
SecretKeyFactory.PBEWithHmacSHA1AndAES_128
SecretKeyFactory.PBEWithHmacSHA1AndAES_256
SecretKeyFactory.PBEWithHmacSHA224AndAES_128
SecretKeyFactory.PBEWithHmacSHA224AndAES_256
SecretKeyFactory.PBEWithHmacSHA256AndAES_128
SecretKeyFactory.PBEWithHmacSHA256AndAES_256
SecretKeyFactory.PBEWithHmacSHA384AndAES_128
SecretKeyFactory.PBEWithHmacSHA384AndAES_256
SecretKeyFactory.PBEWithHmacSHA512AndAES_128
SecretKeyFactory.PBEWithHmacSHA512AndAES_256
SecretKeyFactory.PBEWithMD5AndDES
SecretKeyFactory.PBEWithMD5AndTripleDES
SecretKeyFactory.PBEWithSHA1AndDESede
SecretKeyFactory.PBEWithSHA1AndRC2_128
SecretKeyFactory.PBEWithSHA1AndRC2_40
SecretKeyFactory.PBEWithSHA1AndRC4_128
SecretKeyFactory.PBEWithSHA1AndRC4_40
SecretKeyFactory.PBKDF-OPENSSL SecretKeyFactory.PBKDF2
SecretKeyFactory.PBKDF2WITHASCII
SecretKeyFactory.PBKDF2WithHmacSHA1
SecretKeyFactory.PBKDF2WithHmacSHA1And8BIT
SecretKeyFactory.PBKDF2WithHmacSHA224
SecretKeyFactory.PBKDF2WithHmacSHA256
SecretKeyFactory.PBKDF2WithHmacSHA384
SecretKeyFactory.PBKDF2WithHmacSHA512
I also grepped through the other service types, no mention of scrypt there, either.