diff --git a/server/routers/system_router.py b/server/routers/system_router.py
index f9aba820..deb6984e 100644
--- a/server/routers/system_router.py
+++ b/server/routers/system_router.py
@@ -52,18 +52,42 @@ async def update_config_batch(items: dict = Body(...), current_user: User = Depe
 
 
 @system.get("/logs")
-async def get_system_logs(current_user: User = Depends(get_admin_user)):
-    """获取系统日志"""
+async def get_system_logs(
+    levels: str | None = None,
+    current_user: User = Depends(get_admin_user)
+):
+    """获取系统日志
+
+    Args:
+        levels: 可选的日志级别过滤，多个级别用逗号分隔，如 "INFO,ERROR,DEBUG,WARNING"
+    """
     try:
         from src.utils.logging_config import LOG_FILE
 
+        # 解析日志级别过滤条件
+        level_filter = None
+        if levels:
+            level_filter = set(level.strip().upper() for level in levels.split(',') if level.strip())
+
         async with aiofiles.open(LOG_FILE) as f:
             # 读取最后1000行
             lines = []
             async for line in f:
-                lines.append(line)
-                if len(lines) > 1000:
-                    lines.pop(0)
+                filtered_line = line.rstrip('\n\r')
+                # 如果指定了日志级别过滤，则按级别过滤
+                if level_filter:
+                    # 日志格式: 2025-03-10 08:26:37,269 - INFO - module - message
+                    # 提取日志级别
+                    parts = filtered_line.split(' - ')
+                    if len(parts) >= 2 and parts[1].strip() in level_filter:
+                        lines.append(filtered_line + '\n')
+                    # 继续读取以保持行数统计准确
+                    if len(lines) > 1000:
+                        lines.pop(0)
+                else:
+                    lines.append(filtered_line + '\n')
+                    if len(lines) > 1000:
+                        lines.pop(0)
 
         log = "".join(lines)
         return {"log": log, "message": "success", "log_file": LOG_FILE}
diff --git a/web/src/apis/system_api.js b/web/src/apis/system_api.js
index 1b4b0001..3a9a8f28 100644
--- a/web/src/apis/system_api.js
+++ b/web/src/apis/system_api.js
@@ -54,9 +54,13 @@ export const configApi = {
 
   /**
    * 获取系统日志
+   * @param {string} levels - 可选的日志级别过滤，多个级别用逗号分隔
    * @returns {Promise} - 系统日志
    */
-  getLogs: async () =>  apiAdminGet('/api/system/logs')
+  getLogs: async (levels) => {
+    const url = levels ? `/api/system/logs?levels=${encodeURIComponent(levels)}` : '/api/system/logs';
+    return apiAdminGet(url);
+  }
 }
 
 // =============================================================================
diff --git a/web/src/components/DebugComponent.vue b/web/src/components/DebugComponent.vue
index aa120ab5..8ebed3c5 100644
--- a/web/src/components/DebugComponent.vue
+++ b/web/src/components/DebugComponent.vue
@@ -196,7 +196,6 @@ const processedLogs = computed(() => {
   return state.rawLogs
     .map(parseLogLine)
     .filter(log => log !== null)
-    .filter(log => state.selectedLevels.includes(log.level))
     .filter(log => {
       if (!state.searchText) return true;
       return log.raw.toLowerCase().includes(state.searchText.toLowerCase());
@@ -210,7 +209,9 @@ const fetchLogs = async () => {
   state.fetching = true;
   try {
     error.value = '';
-    const logData = await configApi.getLogs();
+    // 将选中的日志级别转换为逗号分隔的字符串传递给后端
+    const levelsParam = state.selectedLevels.join(',');
+    const logData = await configApi.getLogs(levelsParam);
     state.rawLogs = logData.log.split('\n').filter(line => line.trim());
 
     await nextTick();
@@ -248,12 +249,18 @@ const toggleLogLevel = (level) => {
   const index = currentLevels.indexOf(level);
 
   if (index > -1) {
+    // 如果取消选中后没有选中的级别，默认全选
+    if (currentLevels.length === 1) {
+      return;
+    }
     currentLevels.splice(index, 1);
   } else {
     currentLevels.push(level);
   }
 
   state.selectedLevels = currentLevels;
+  // 切换日志级别后重新获取数据
+  fetchLogs();
 };
 
 // 自动刷新
@@ -470,10 +477,6 @@ const printAgentConfig = async () => {
 </script>
 
 <style scoped>
-.log-viewer {
-  background: var(--gray-0);
-}
-
 .log-viewer.fullscreen {
   padding: 16px;
 }
@@ -555,11 +558,11 @@ const printAgentConfig = async () => {
 .log-container {
   height: calc(80vh - 200px);
   overflow-y: auto;
-  background: var(--gray-900);
-  color: var(--gray-0);
+  background: var(--gray-0);
+  color: var(--gray-1000);
   border-radius: 5px;
   font-family: 'Consolas', 'Monaco', monospace;
-  font-size: 13px;
+  font-size: 12px;
 }
 
 .log-lines {