You have to update the android repository, the support library and you have to use this dependency:
compile 'com.android.support:recyclerview-v7:+'
UPDATED 30/10/2017:
Using the +
is not a good option because you are not able to replicate the build in the future.
You can use one of these versions. Check your sdk for updated version:
//it requires compileSdkVersion 27
implementation 'com.android.support:recyclerview-v7:27.1.0'
implementation 'com.android.support:recyclerview-v7:27.0.2'
implementation 'com.android.support:recyclerview-v7:27.0.1'
compile 'com.android.support:recyclerview-v7:27.0.0'
//it requires compileSdkVersion 26
//it requires to add the google maven repo
// maven {
// url "https://maven.google.com"
// }
compile 'com.android.support:recyclerview-v7:26.1.0'
compile 'com.android.support:recyclerview-v7:26.0.2'
compile 'com.android.support:recyclerview-v7:26.0.1'
compile 'com.android.support:recyclerview-v7:26.0.0'
//it requires compileSdkVersion 25
compile 'com.android.support:recyclerview-v7:25.4.0'
compile 'com.android.support:recyclerview-v7:25.3.1'
compile 'com.android.support:recyclerview-v7:25.3.0'
compile 'com.android.support:recyclerview-v7:25.2.0'
compile 'com.android.support:recyclerview-v7:25.1.1'
compile 'com.android.support:recyclerview-v7:25.1.0'
compile 'com.android.support:recyclerview-v7:25.0.0'
//it requires compileSdkVersion 24
compile 'com.android.support:recyclerview-v7:24.1.1'
compile 'com.android.support:recyclerview-v7:24.1.0'
//it requires compileSdkVersion 23
compile 'com.android.support:recyclerview-v7:23.4.0'
compile 'com.android.support:recyclerview-v7:23.3.0'
compile 'com.android.support:recyclerview-v7:23.2.1'
compile 'com.android.support:recyclerview-v7:23.2.0'
compile 'com.android.support:recyclerview-v7:23.1.1'
compile 'com.android.support:recyclerview-v7:23.1.0'
compile 'com.android.support:recyclerview-v7:23.0.1'
compile 'com.android.support:recyclerview-v7:23.0.0'
//it requires compileSdkVersion 22
compile 'com.android.support:recyclerview-v7:22.2.1'
compile 'com.android.support:recyclerview-v7:22.2.0'
compile 'com.android.support:recyclerview-v7:22.1.1'
compile 'com.android.support:recyclerview-v7:22.1.0'
compile 'com.android.support:recyclerview-v7:22.0.0'
//it requires compileSdkVersion 21
compile 'com.android.support:recyclerview-v7:21.0.3'
compile 'com.android.support:recyclerview-v7:21.0.2'
compile 'com.android.support:recyclerview-v7:21.0.0'
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