diff --git a/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/security/oauth2/resource/JwtAccessTokenConverterRestTemplateCustomizer.java b/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/security/oauth2/resource/JwtAccessTokenConverterRestTemplateCustomizer.java
new file mode 100644
index 0000000000..2fa90587b4
--- /dev/null
+++ b/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/security/oauth2/resource/JwtAccessTokenConverterRestTemplateCustomizer.java
@@ -0,0 +1,40 @@
+/*
+ * Copyright 2012-2017 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.springframework.boot.autoconfigure.security.oauth2.resource;
+
+import org.springframework.security.oauth2.provider.token.store.JwtAccessTokenConverter;
+import org.springframework.web.client.RestTemplate;
+
+/**
+ * Callback for customizing the {@link RestTemplate} that is used to fetch the keys used
+ * by {@link JwtAccessTokenConverter}.
+ *
+ * @author Eddú Meléndez
+ * @since 1.5.2
+ * @see JwtAccessTokenConverter#setSigningKey(String)
+ * @see JwtAccessTokenConverter#setVerifierKey(String)
+ */
+@FunctionalInterface
+public interface JwtAccessTokenConverterRestTemplateCustomizer {
+
+	/**
+	 * Customize the {@code template} before it is initialized.
+	 * @param template the rest template
+	 */
+	void customize(RestTemplate template);
+
+}
diff --git a/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/security/oauth2/resource/ResourceServerTokenServicesConfiguration.java b/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/security/oauth2/resource/ResourceServerTokenServicesConfiguration.java
index bf101e8281..7e1504ad82 100644
--- a/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/security/oauth2/resource/ResourceServerTokenServicesConfiguration.java
+++ b/spring-boot-autoconfigure/src/main/java/org/springframework/boot/autoconfigure/security/oauth2/resource/ResourceServerTokenServicesConfiguration.java
@@ -76,6 +76,7 @@ import org.springframework.web.client.RestTemplate;
  *
  * @author Dave Syer
  * @author Madhura Bhave
+ * @author Eddú Meléndez
  * @since 1.3.0
  */
 @Configuration
@@ -245,16 +246,18 @@ public class ResourceServerTokenServicesConfiguration {
 	@Conditional(JwtTokenCondition.class)
 	protected static class JwtTokenServicesConfiguration {
 
-		private RestTemplate keyUriRestTemplate = new RestTemplate();
-
 		private final ResourceServerProperties resource;
 
 		private final List<JwtAccessTokenConverterConfigurer> configurers;
 
+		private final List<JwtAccessTokenConverterRestTemplateCustomizer> customizers;
+
 		public JwtTokenServicesConfiguration(ResourceServerProperties resource,
-				ObjectProvider<List<JwtAccessTokenConverterConfigurer>> configurers) {
+				ObjectProvider<List<JwtAccessTokenConverterConfigurer>> configurers,
+				ObjectProvider<List<JwtAccessTokenConverterRestTemplateCustomizer>> customizers) {
 			this.resource = resource;
 			this.configurers = configurers.getIfAvailable();
+			this.customizers = customizers.getIfAvailable();
 		}
 
 		@Bean
@@ -299,6 +302,12 @@ public class ResourceServerTokenServicesConfiguration {
 		}
 
 		private String getKeyFromServer() {
+			RestTemplate keyUriRestTemplate = new RestTemplate();
+			if (!CollectionUtils.isEmpty(this.customizers)) {
+				for (JwtAccessTokenConverterRestTemplateCustomizer customizer : this.customizers) {
+					customizer.customize(keyUriRestTemplate);
+				}
+			}
 			HttpHeaders headers = new HttpHeaders();
 			String username = this.resource.getClientId();
 			String password = this.resource.getClientSecret();
@@ -308,7 +317,7 @@ public class ResourceServerTokenServicesConfiguration {
 			}
 			HttpEntity<Void> request = new HttpEntity<Void>(headers);
 			String url = this.resource.getJwt().getKeyUri();
-			return (String) this.keyUriRestTemplate
+			return (String) keyUriRestTemplate
 					.exchange(url, HttpMethod.GET, request, Map.class).getBody()
 					.get("value");
 		}
diff --git a/spring-boot-autoconfigure/src/test/java/org/springframework/boot/autoconfigure/security/oauth2/resource/ResourceServerTokenServicesConfigurationTests.java b/spring-boot-autoconfigure/src/test/java/org/springframework/boot/autoconfigure/security/oauth2/resource/ResourceServerTokenServicesConfigurationTests.java
index a94703a36e..fceac6d7b4 100644
--- a/spring-boot-autoconfigure/src/test/java/org/springframework/boot/autoconfigure/security/oauth2/resource/ResourceServerTokenServicesConfigurationTests.java
+++ b/spring-boot-autoconfigure/src/test/java/org/springframework/boot/autoconfigure/security/oauth2/resource/ResourceServerTokenServicesConfigurationTests.java
@@ -55,17 +55,22 @@ import org.springframework.security.oauth2.client.OAuth2RestTemplate;
 import org.springframework.security.oauth2.client.token.grant.code.AuthorizationCodeResourceDetails;
 import org.springframework.security.oauth2.provider.token.DefaultTokenServices;
 import org.springframework.security.oauth2.provider.token.RemoteTokenServices;
+import org.springframework.security.oauth2.provider.token.store.JwtAccessTokenConverter;
 import org.springframework.social.connect.ConnectionFactoryLocator;
 import org.springframework.stereotype.Component;
+import org.springframework.web.client.RestTemplate;
 
 import static org.assertj.core.api.Assertions.assertThat;
+import static org.mockito.Matchers.any;
 import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.verify;
 
 /**
  * Tests for {@link ResourceServerTokenServicesConfiguration}.
  *
  * @author Dave Syer
  * @author Madhura Bhave
+ * @author Eddú Meléndez
  */
 public class ResourceServerTokenServicesConfigurationTests {
 
@@ -242,6 +247,27 @@ public class ResourceServerTokenServicesConfigurationTests {
 				.isInstanceOf(CustomUserInfoRestTemplateFactory.class);
 	}
 
+	@Test
+	public void jwtAccessTokenConverterIsConfiguredWhenKeyUriIsProvided() {
+		EnvironmentTestUtils.addEnvironment(this.environment,
+				"security.oauth2.resource.jwt.key-uri=http://localhost:12345/banana");
+		this.context = new SpringApplicationBuilder(ResourceConfiguration.class)
+				.environment(this.environment).web(false).run();
+		assertThat(this.context.getBeansOfType(JwtAccessTokenConverter.class)).hasSize(1);
+	}
+
+	@Test
+	public void jwtAccessTokenConverterRestTemplateCanBeCustomized() {
+		EnvironmentTestUtils.addEnvironment(this.environment,
+				"security.oauth2.resource.jwt.key-uri=http://localhost:12345/banana");
+		this.context = new SpringApplicationBuilder(ResourceConfiguration.class,
+				JwtAccessTokenConverterRestTemplateCustomizerConfiguration.class)
+						.environment(this.environment).web(false).run();
+		JwtAccessTokenConverterRestTemplateCustomizer customizer = this.context
+				.getBean(JwtAccessTokenConverterRestTemplateCustomizer.class);
+		verify(customizer).customize(any(RestTemplate.class));
+	}
+
 	@Configuration
 	@Import({ ResourceServerTokenServicesConfiguration.class,
 			ResourceServerPropertiesConfiguration.class,
@@ -356,4 +382,14 @@ public class ResourceServerTokenServicesConfigurationTests {
 
 	}
 
+	@Configuration
+	static class JwtAccessTokenConverterRestTemplateCustomizerConfiguration {
+
+		@Bean
+		public JwtAccessTokenConverterRestTemplateCustomizer restTemplateCustomizer() {
+			return mock(JwtAccessTokenConverterRestTemplateCustomizer.class);
+		}
+
+	}
+
 }