diff --git a/.env-example b/.env-example
index 843a7b1..ce50694 100644
--- a/.env-example
+++ b/.env-example
@@ -1,2 +1,3 @@
 # This is an example of env file.
 github.token=<set your token here>
+quarkus.langchain4j.gemini.api-key=<set your api key here>
\ No newline at end of file
diff --git a/pom.xml b/pom.xml
index e0f9308..c30de4b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -12,8 +12,8 @@
     <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
     <quarkus.platform.artifact-id>quarkus-bom</quarkus.platform.artifact-id>
     <quarkus.platform.group-id>io.quarkus.platform</quarkus.platform.group-id>
-    <quarkus.platform.version>3.12.1</quarkus.platform.version>
-    <surefire-plugin.version>3.2.5</surefire-plugin.version>
+    <quarkus.platform.version>3.21.2</quarkus.platform.version>
+    <surefire-plugin.version>3.5.0</surefire-plugin.version>
     <quarkus.google-cloud-services.version>2.13.0</quarkus.google-cloud-services.version>
   </properties>
   
@@ -34,6 +34,7 @@
         <type>pom</type>
         <scope>import</scope>
       </dependency>
+
       <dependency>
         <groupId>${quarkus.platform.group-id}</groupId>
         <artifactId>quarkus-google-cloud-services-bom</artifactId>
@@ -45,22 +46,6 @@
   </dependencyManagement>
   
   <dependencies>
-    <dependency>
-      <groupId>io.quarkus</groupId>
-      <artifactId>quarkus-resteasy-jackson</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>io.quarkus</groupId>
-      <artifactId>quarkus-resteasy</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>io.quarkus</groupId>
-      <artifactId>quarkus-resteasy-client</artifactId>
-    </dependency>
-    <dependency>
-      <groupId>io.quarkus</groupId>
-      <artifactId>quarkus-resteasy-client-jackson</artifactId>
-  </dependency>
     
     <dependency>
       <groupId>io.quarkus</groupId>
@@ -84,19 +69,35 @@
       <groupId>io.quarkiverse.googlecloudservices</groupId>
       <artifactId>quarkus-google-cloud-firestore</artifactId>
     </dependency>
+
+    <dependency>
+      <groupId>io.quarkiverse.langchain4j</groupId>
+      <artifactId>quarkus-langchain4j-mcp</artifactId>
+      <version>1.3.0</version>
+    </dependency>
+
+    <dependency>
+      <groupId>io.quarkiverse.langchain4j</groupId>
+      <artifactId>quarkus-langchain4j-ai-gemini</artifactId>
+      <version>1.3.0</version>
+    </dependency>
+
     <dependency>
       <groupId>io.quarkus</groupId>
       <artifactId>quarkus-junit5</artifactId>
       <scope>test</scope>
     </dependency>
+
     <dependency>
-      <groupId>io.rest-assured</groupId>
-      <artifactId>rest-assured</artifactId>
+      <groupId>io.quarkus</groupId>
+      <artifactId>quarkus-junit5-mockito</artifactId>
       <scope>test</scope>
     </dependency>
+
     <dependency>
-      <groupId>io.quarkus</groupId>
-      <artifactId>quarkus-junit5-mockito</artifactId>
+      <groupId>io.rest-assured</groupId>
+      <artifactId>rest-assured</artifactId>
+      <version>5.5.6</version>
       <scope>test</scope>
     </dependency>
     
diff --git a/src/main/java/zenika/oss/stats/mcp/GitHubAIService.java b/src/main/java/zenika/oss/stats/mcp/GitHubAIService.java
new file mode 100644
index 0000000..db9b5c1
--- /dev/null
+++ b/src/main/java/zenika/oss/stats/mcp/GitHubAIService.java
@@ -0,0 +1,18 @@
+package zenika.oss.stats.mcp;
+
+import dev.langchain4j.service.SystemMessage;
+import dev.langchain4j.service.UserMessage;
+import io.quarkiverse.langchain4j.RegisterAiService;
+import io.quarkiverse.langchain4j.mcp.runtime.McpToolBox;
+
+@RegisterAiService
+public interface GitHubAIService {
+
+    @SystemMessage("You are an open source lovers")
+    @UserMessage("""
+                Get the GitHub profile url for this user {userHandle}
+            """)
+    @McpToolBox
+    String getGitHubProfile(String userHandle);
+
+}
diff --git a/src/main/java/zenika/oss/stats/ressources/AIRessources.java b/src/main/java/zenika/oss/stats/ressources/AIRessources.java
new file mode 100644
index 0000000..d148966
--- /dev/null
+++ b/src/main/java/zenika/oss/stats/ressources/AIRessources.java
@@ -0,0 +1,24 @@
+package zenika.oss.stats.ressources;
+
+import jakarta.enterprise.context.ApplicationScoped;
+import jakarta.inject.Inject;
+import jakarta.ws.rs.GET;
+import jakarta.ws.rs.Path;
+import jakarta.ws.rs.PathParam;
+import jakarta.ws.rs.core.Response;
+import zenika.oss.stats.mcp.GitHubAIService;
+
+@ApplicationScoped
+@Path("/v1/ai/")
+public class AIRessources {
+
+    @Inject
+    GitHubAIService gitHubAIService;
+
+    @GET
+    @Path("/profile/{userHandle}")
+    public Response getProfile(@PathParam("userHandle") String userHandle) {
+        return Response.ok(gitHubAIService.getGitHubProfile(userHandle)).build();
+    }
+
+}
diff --git a/src/main/resources/application.properties b/src/main/resources/application.properties
index 6e3f271..765ffaa 100644
--- a/src/main/resources/application.properties
+++ b/src/main/resources/application.properties
@@ -1,10 +1,10 @@
 
-quarkus.datasource.db-kind=postgresql
-quarkus.datasource.jdbc.url=jdbc:postgresql:///mydatabase
-quarkus.datasource.username=quarkus
-quarkus.datasource.password=quarkus
-quarkus.datasource.jdbc.additional-jdbc-properties.cloudSqlInstance=project-id:gcp-region:instance
-quarkus.datasource.jdbc.additional-jdbc-properties.socketFactory=com.google.cloud.sql.postgres.SocketFactory
+#quarkus.datasource.db-kind=postgresql
+#quarkus.datasource.jdbc.url=jdbc:postgresql:///mydatabase
+#quarkus.datasource.username=quarkus
+#quarkus.datasource.password=quarkus
+#quarkus.datasource.jdbc.additional-jdbc-properties.cloudSqlInstance=project-id:gcp-region:instance
+#quarkus.datasource.jdbc.additional-jdbc-properties.socketFactory=com.google.cloud.sql.postgres.SocketFactory
     
 # Cron
 members.cron=0 9 1 * * ?
@@ -35,4 +35,11 @@ quarkus.google.cloud.firestore.database-id=opensource-statistics
 %dev.quarkus.google.cloud.firestore.devservice.enabled=false
 %test.quarkus.google.cloud.firestore.devservice.enabled=true
 quarkus.google.cloud.service-account-location = ./.gcloud-conf.json
-%dev.quarkus.google.cloud.service-account-location = ./.gcloud-conf.json
\ No newline at end of file
+%dev.quarkus.google.cloud.service-account-location = ./.gcloud-conf.json
+
+# GitHub MCP
+quarkus.langchain4j.mcp.github.transport-type=http
+quarkus.langchain4j.mcp.github.url=https://api.githubcopilot.com/mcp/sse
+quarkus.langchain4j.log-requests=true
+quarkus.langchain4j.log-responses=true
+# quarkus.langchain4j.gemini.api-key to defined in .env file
\ No newline at end of file
diff --git a/src/test/java/zenika/oss/stats/ressources/ContributionsRessourcesTest.java b/src/test/java/zenika/oss/stats/ressources/ContributionsRessourcesTest.java
index 8e62f74..c500f60 100644
--- a/src/test/java/zenika/oss/stats/ressources/ContributionsRessourcesTest.java
+++ b/src/test/java/zenika/oss/stats/ressources/ContributionsRessourcesTest.java
@@ -6,6 +6,7 @@
 
 import static io.restassured.RestAssured.given;
 
+
 @QuarkusTest
 class ContributionsRessourcesTest {
 
diff --git a/src/test/java/zenika/oss/stats/ressources/workflow/WorkflowRessourcesTest.java b/src/test/java/zenika/oss/stats/ressources/workflow/WorkflowRessourcesTest.java
index c47d312..b6cd0aa 100644
--- a/src/test/java/zenika/oss/stats/ressources/workflow/WorkflowRessourcesTest.java
+++ b/src/test/java/zenika/oss/stats/ressources/workflow/WorkflowRessourcesTest.java
@@ -6,10 +6,8 @@
 import org.junit.jupiter.api.Test;
 import org.mockito.Mockito;
 import zenika.oss.stats.beans.github.GitHubMember;
-import zenika.oss.stats.services.FirestoreServices;
 import zenika.oss.stats.services.GitHubServices;
 
-import java.util.Arrays;
 import java.util.List;
 
 import static io.restassured.RestAssured.given;