diff --git a/backend/plugins/azuredevops_go/e2e/build_test.go b/backend/plugins/azuredevops_go/e2e/build_test.go
index a27eebd2b82..887abbbea81 100644
--- a/backend/plugins/azuredevops_go/e2e/build_test.go
+++ b/backend/plugins/azuredevops_go/e2e/build_test.go
@@ -52,6 +52,7 @@ func TestAzuredevopsBuildDataFlow(t *testing.T) {
 
 	dataflowTester.FlushTabler(&models.AzuredevopsBuild{})
 	dataflowTester.ImportCsvIntoRawTable("./raw_tables/_raw_azuredevops_go_api_builds.csv", "_raw_azuredevops_go_api_builds")
+	dataflowTester.ImportCsvIntoTabler("./raw_tables/_tool_azuredevops_go_repos.csv", &models.AzuredevopsRepo{})
 	dataflowTester.Subtask(tasks.ExtractApiBuildsMeta, taskData)
 
 	// Omit the datetime columns to avoid test failures caused by the varying precision
diff --git a/backend/plugins/azuredevops_go/e2e/snapshot_tables/cicd_pipeline_commits.csv b/backend/plugins/azuredevops_go/e2e/snapshot_tables/cicd_pipeline_commits.csv
index 697577d53a8..23ba66b38ad 100644
--- a/backend/plugins/azuredevops_go/e2e/snapshot_tables/cicd_pipeline_commits.csv
+++ b/backend/plugins/azuredevops_go/e2e/snapshot_tables/cicd_pipeline_commits.csv
@@ -1,8 +1,8 @@
 pipeline_id,commit_sha,commit_msg,branch,repo_id,repo_url
-azuredevops_go:AzuredevopsBuild:1:12,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,
-azuredevops_go:AzuredevopsBuild:1:13,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,
-azuredevops_go:AzuredevopsBuild:1:14,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,
-azuredevops_go:AzuredevopsBuild:1:15,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,
-azuredevops_go:AzuredevopsBuild:1:16,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,
-azuredevops_go:AzuredevopsBuild:1:17,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,
-azuredevops_go:AzuredevopsBuild:1:18,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,
\ No newline at end of file
+azuredevops_go:AzuredevopsBuild:1:12,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,https://dev.azure.com/devlake/project-1/_git/first-repo
+azuredevops_go:AzuredevopsBuild:1:13,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,https://dev.azure.com/devlake/project-1/_git/first-repo
+azuredevops_go:AzuredevopsBuild:1:14,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,https://dev.azure.com/devlake/project-1/_git/first-repo
+azuredevops_go:AzuredevopsBuild:1:15,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,https://dev.azure.com/devlake/project-1/_git/first-repo
+azuredevops_go:AzuredevopsBuild:1:16,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,https://dev.azure.com/devlake/project-1/_git/first-repo
+azuredevops_go:AzuredevopsBuild:1:17,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,https://dev.azure.com/devlake/project-1/_git/first-repo
+azuredevops_go:AzuredevopsBuild:1:18,40c59264e73fc5e1a6cab192f1622d26b7bd5c2a,,refs/heads/main,0d50ba13-f9ad-49b0-9b21-d29eda50ca33,https://dev.azure.com/devlake/project-1/_git/first-repo
\ No newline at end of file
diff --git a/backend/plugins/azuredevops_go/tasks/ci_cd_build_converter.go b/backend/plugins/azuredevops_go/tasks/ci_cd_build_converter.go
index 0668e8ef0c2..f05f2df0c99 100644
--- a/backend/plugins/azuredevops_go/tasks/ci_cd_build_converter.go
+++ b/backend/plugins/azuredevops_go/tasks/ci_cd_build_converter.go
@@ -44,13 +44,22 @@ var ConvertBuildsMeta = plugin.SubTaskMeta{
 	},
 }
 
+type JoinedBuild struct {
+	models.AzuredevopsBuild
+
+	URL string
+}
+
 func ConvertBuilds(taskCtx plugin.SubTaskContext) errors.Error {
 	db := taskCtx.GetDal()
 	rawDataSubTaskArgs, data := CreateRawDataSubTaskArgs(taskCtx, RawPullRequestTable)
 	clauses := []dal.Clause{
-		dal.Select("*"),
+		dal.Select("_tool_azuredevops_go_builds.*, _tool_azuredevops_go_repos.url"),
 		dal.From(&models.AzuredevopsBuild{}),
-		dal.Where(`repository_id = ? and connection_id = ?`, data.Options.RepositoryId, data.Options.ConnectionId),
+		dal.Join(`left join _tool_azuredevops_go_repos
+			on _tool_azuredevops_go_builds.repository_id = _tool_azuredevops_go_repos.id`),
+		dal.Where(`_tool_azuredevops_go_builds.repository_id = ? and _tool_azuredevops_go_builds.connection_id = ?`,
+			data.Options.RepositoryId, data.Options.ConnectionId),
 	}
 
 	cursor, err := db.Cursor(clauses...)
@@ -64,10 +73,10 @@ func ConvertBuilds(taskCtx plugin.SubTaskContext) errors.Error {
 
 	converter, err := api.NewDataConverter(api.DataConverterArgs{
 		RawDataSubTaskArgs: *rawDataSubTaskArgs,
-		InputRowType:       reflect.TypeOf(models.AzuredevopsBuild{}),
+		InputRowType:       reflect.TypeOf(JoinedBuild{}),
 		Input:              cursor,
 		Convert: func(inputRow interface{}) ([]interface{}, errors.Error) {
-			build := inputRow.(*models.AzuredevopsBuild)
+			build := inputRow.(*JoinedBuild)
 			duration := 0.0
 
 			if build.FinishTime != nil {
@@ -100,7 +109,7 @@ func ConvertBuilds(taskCtx plugin.SubTaskContext) errors.Error {
 				CommitSha:  build.SourceVersion,
 				Branch:     build.SourceBranch,
 				RepoId:     build.RepositoryId,
-				RepoUrl:    "",
+				RepoUrl:    build.URL,
 			}
 
 			return []interface{}{