diff --git a/core/intent_analyzer.py b/core/intent_analyzer.py
index 78edb0a..b2ab6dd 100644
--- a/core/intent_analyzer.py
+++ b/core/intent_analyzer.py
@@ -529,7 +529,16 @@ class IntentAnalyzer:
         """解析 JSON 响应"""
         # 尝试直接解析
         try:
-            return json.loads(content)
+            parsed = json.loads(content)
+            # mimo 等模型可能返回 JSON 数组而非对象，取第一个元素
+            if isinstance(parsed, list) and len(parsed) > 0:
+                first = parsed[0]
+                if isinstance(first, dict):
+                    return first
+                return None
+            if isinstance(parsed, dict):
+                return parsed
+            return None
         except json.JSONDecodeError:
             pass
 
diff --git a/core/llm_utils.py b/core/llm_utils.py
index 43b25e2..92a25d9 100644
--- a/core/llm_utils.py
+++ b/core/llm_utils.py
@@ -245,7 +245,13 @@ def parse_json_from_response(content: str) -> Optional[dict]:
     json_str = json_match.group(1) if json_match else content
 
     try:
-        return json.loads(json_str.strip())
+        parsed = json.loads(json_str.strip())
+        # mimo 等模型可能返回 JSON 数组而非对象，取第一个元素
+        if isinstance(parsed, list) and len(parsed) > 0 and isinstance(parsed[0], dict):
+            return parsed[0]
+        if isinstance(parsed, dict):
+            return parsed
+        return None
     except (json.JSONDecodeError, TypeError, ValueError):
         return None