diff --git a/http/httpclient/client.go b/http/httpclient/client.go
index 4cc52bc85..a3265db1b 100644
--- a/http/httpclient/client.go
+++ b/http/httpclient/client.go
@@ -134,7 +134,8 @@ func (jc *HttpClient) Send(method, url string, content []byte, followRedirect, c
 			resp, respBody, redirectUrl, err = jc.doRequest(req, content, followRedirect, closeBody, httpClientsDetails)
 			if err != nil {
 				if strings.Contains(err.Error(), "unsupported protocol scheme") {
-					err = fmt.Errorf("invalid URL %q. Please ensure the URL includes a valid scheme like http:// or https://: %w", url, err)
+					// Wrong URL, so no need to retry
+					return false, fmt.Errorf("invalid URL %q. Please ensure the URL includes a valid scheme like http:// or https://: %w", url, err)
 				}
 				return true, err
 			}