diff --git a/packages/server/src/services/assistants/index.ts b/packages/server/src/services/assistants/index.ts
index 976d2d7dc88..8d635ddeab1 100644
--- a/packages/server/src/services/assistants/index.ts
+++ b/packages/server/src/services/assistants/index.ts
@@ -112,7 +112,7 @@ const createAssistant = async (requestBody: any): Promise<Assistant> => {
             version: await getAppVersion(),
             assistantId: dbResponse.id
         })
-        appServer.metricsProvider.incrementCounter(FLOWISE_METRIC_COUNTERS.ASSISTANT_CREATED, { status: FLOWISE_COUNTER_STATUS.SUCCESS })
+        appServer.metricsProvider?.incrementCounter(FLOWISE_METRIC_COUNTERS.ASSISTANT_CREATED, { status: FLOWISE_COUNTER_STATUS.SUCCESS })
         return dbResponse
     } catch (error) {
         throw new InternalFlowiseError(
diff --git a/packages/server/src/services/chatflows/index.ts b/packages/server/src/services/chatflows/index.ts
index 6aed7e885e7..7c78b138195 100644
--- a/packages/server/src/services/chatflows/index.ts
+++ b/packages/server/src/services/chatflows/index.ts
@@ -192,7 +192,7 @@ const saveChatflow = async (newChatFlow: ChatFlow): Promise<any> => {
             chatflowId: dbResponse.id,
             flowGraph: getTelemetryFlowObj(JSON.parse(dbResponse.flowData)?.nodes, JSON.parse(dbResponse.flowData)?.edges)
         })
-        appServer.metricsProvider.incrementCounter(
+        appServer.metricsProvider?.incrementCounter(
             dbResponse?.type === 'MULTIAGENT' ? FLOWISE_METRIC_COUNTERS.AGENTFLOW_CREATED : FLOWISE_METRIC_COUNTERS.CHATFLOW_CREATED,
             { status: FLOWISE_COUNTER_STATUS.SUCCESS }
         )
diff --git a/packages/server/src/services/documentstore/index.ts b/packages/server/src/services/documentstore/index.ts
index 4bf07e8ff3d..a8b69ac55c0 100644
--- a/packages/server/src/services/documentstore/index.ts
+++ b/packages/server/src/services/documentstore/index.ts
@@ -996,7 +996,7 @@ const _insertIntoVectorStoreWorkerThread = async (data: ICommonObject) => {
             type: ChatType.INTERNAL,
             flowGraph: omit(indexResult['result'], ['totalKeys', 'addedDocs'])
         })
-        appServer.metricsProvider.incrementCounter(FLOWISE_METRIC_COUNTERS.VECTORSTORE_UPSERT, { status: FLOWISE_COUNTER_STATUS.SUCCESS })
+        appServer.metricsProvider?.incrementCounter(FLOWISE_METRIC_COUNTERS.VECTORSTORE_UPSERT, { status: FLOWISE_COUNTER_STATUS.SUCCESS })
 
         entity.status = DocumentStoreStatus.UPSERTED
         await appServer.AppDataSource.getRepository(DocumentStore).save(entity)
diff --git a/packages/server/src/services/tools/index.ts b/packages/server/src/services/tools/index.ts
index 1f1fac59101..1825e464a38 100644
--- a/packages/server/src/services/tools/index.ts
+++ b/packages/server/src/services/tools/index.ts
@@ -18,7 +18,7 @@ const createTool = async (requestBody: any): Promise<any> => {
             toolId: dbResponse.id,
             toolName: dbResponse.name
         })
-        appServer.metricsProvider.incrementCounter(FLOWISE_METRIC_COUNTERS.TOOL_CREATED, { status: FLOWISE_COUNTER_STATUS.SUCCESS })
+        appServer.metricsProvider?.incrementCounter(FLOWISE_METRIC_COUNTERS.TOOL_CREATED, { status: FLOWISE_COUNTER_STATUS.SUCCESS })
         return dbResponse
     } catch (error) {
         throw new InternalFlowiseError(StatusCodes.INTERNAL_SERVER_ERROR, `Error: toolsService.createTool - ${getErrorMessage(error)}`)
diff --git a/packages/server/src/utils/buildChatflow.ts b/packages/server/src/utils/buildChatflow.ts
index fb271f7abc2..b3a7e906c0f 100644
--- a/packages/server/src/utils/buildChatflow.ts
+++ b/packages/server/src/utils/buildChatflow.ts
@@ -494,7 +494,7 @@ export const utilBuildChatflow = async (req: Request, isInternal: boolean = fals
             flowGraph: getTelemetryFlowObj(nodes, edges)
         })
 
-        appServer.metricsProvider.incrementCounter(
+        appServer.metricsProvider?.incrementCounter(
             isInternal ? FLOWISE_METRIC_COUNTERS.CHATFLOW_PREDICTION_INTERNAL : FLOWISE_METRIC_COUNTERS.CHATFLOW_PREDICTION_EXTERNAL,
             { status: FLOWISE_COUNTER_STATUS.SUCCESS }
         )
@@ -512,7 +512,7 @@ export const utilBuildChatflow = async (req: Request, isInternal: boolean = fals
 
         return result
     } catch (e) {
-        appServer.metricsProvider.incrementCounter(
+        appServer.metricsProvider?.incrementCounter(
             isInternal ? FLOWISE_METRIC_COUNTERS.CHATFLOW_PREDICTION_INTERNAL : FLOWISE_METRIC_COUNTERS.CHATFLOW_PREDICTION_EXTERNAL,
             { status: FLOWISE_COUNTER_STATUS.FAILURE }
         )
@@ -608,7 +608,7 @@ const utilBuildAgentResponse = async (
                 type: isInternal ? ChatType.INTERNAL : ChatType.EXTERNAL,
                 flowGraph: getTelemetryFlowObj(nodes, edges)
             })
-            appServer.metricsProvider.incrementCounter(
+            appServer.metricsProvider?.incrementCounter(
                 isInternal ? FLOWISE_METRIC_COUNTERS.AGENTFLOW_PREDICTION_INTERNAL : FLOWISE_METRIC_COUNTERS.AGENTFLOW_PREDICTION_EXTERNAL,
                 { status: FLOWISE_COUNTER_STATUS.SUCCESS }
             )
@@ -658,7 +658,7 @@ const utilBuildAgentResponse = async (
         return undefined
     } catch (e) {
         logger.error('[server]: Error:', e)
-        appServer.metricsProvider.incrementCounter(
+        appServer.metricsProvider?.incrementCounter(
             isInternal ? FLOWISE_METRIC_COUNTERS.AGENTFLOW_PREDICTION_INTERNAL : FLOWISE_METRIC_COUNTERS.AGENTFLOW_PREDICTION_EXTERNAL,
             { status: FLOWISE_COUNTER_STATUS.FAILURE }
         )
diff --git a/packages/server/src/utils/upsertVector.ts b/packages/server/src/utils/upsertVector.ts
index 62678bc9dac..8b51489726b 100644
--- a/packages/server/src/utils/upsertVector.ts
+++ b/packages/server/src/utils/upsertVector.ts
@@ -197,7 +197,7 @@ export const upsertVector = async (req: Request, isInternal: boolean = false) =>
             flowGraph: getTelemetryFlowObj(nodes, edges),
             stopNodeId
         })
-        appServer.metricsProvider.incrementCounter(FLOWISE_METRIC_COUNTERS.VECTORSTORE_UPSERT, { status: FLOWISE_COUNTER_STATUS.SUCCESS })
+        appServer.metricsProvider?.incrementCounter(FLOWISE_METRIC_COUNTERS.VECTORSTORE_UPSERT, { status: FLOWISE_COUNTER_STATUS.SUCCESS })
 
         return upsertedResult['result'] ?? { result: 'Successfully Upserted' }
     } catch (e) {