diff --git a/src/vs/workbench/contrib/chat/browser/tools/languageModelToolsService.ts b/src/vs/workbench/contrib/chat/browser/tools/languageModelToolsService.ts
index 6717a86baff..bc20143d2c5 100644
--- a/src/vs/workbench/contrib/chat/browser/tools/languageModelToolsService.ts
+++ b/src/vs/workbench/contrib/chat/browser/tools/languageModelToolsService.ts
@@ -557,7 +557,9 @@ export class LanguageModelToolsService extends Disposable implements ILanguageMo
 					prepareTimeMs: prepareTimeWatch?.elapsed(),
 					invocationTimeMs: invocationTimeWatch?.elapsed(),
 				});
-			this._logService.error(`[LanguageModelToolsService#invokeTool] Error from tool ${dto.toolId} with parameters ${JSON.stringify(dto.parameters)}:\n${toErrorMessage(err, true)}`);
+			if (!isCancellationError(err)) {
+				this._logService.error(`[LanguageModelToolsService#invokeTool] Error from tool ${dto.toolId} with parameters ${JSON.stringify(dto.parameters)}:\n${toErrorMessage(err, true)}`);
+			}
 
 			toolResult ??= { content: [] };
 			toolResult.toolResultError = err instanceof Error ? err.message : String(err);