diff --git a/memory/agentmemory_client.py b/memory/agentmemory_client.py
new file mode 100644
index 000000000..ecdf10a2b
--- /dev/null
+++ b/memory/agentmemory_client.py
@@ -0,0 +1,115 @@
+"""
+agentmemory REST API wrapper for GenericAgent
+文档: https://github.com/rohitg00/agentmemory
+服务: http://localhost:3111
+
+官方API端点:
+| 方法 | 端点 | 说明 |
+|------|------|------|
+| GET | /agentmemory/health | 健康检查 |
+| GET | /agentmemory/profile?project=X | 项目概况 |
+| GET | /agentmemory/memories?limit=N | 获取记忆列表 |
+| GET | /agentmemory/sessions | 获取会话列表 |
+| GET | /agentmemory/export | 导出所有数据 |
+| GET | /agentmemory/audit | 审计跟踪 |
+| POST | /agentmemory/observe | 创建观察记录 |
+| POST | /agentmemory/remember | 创建记忆 |
+| POST | /agentmemory/smart-search | 语义搜索 |
+| POST | /agentmemory/forget | 删除记忆 (传memoryId) |
+"""
+import urllib.request
+import json
+from datetime import datetime
+
+BASE_URL = "http://localhost:3111"
+DEFAULT_SESSION = "20260515_104738_65cfa2"
+PROJECT = "GenericAgent"
+CWD = r"D:\Claws\GenericAgent"
+
+def api_post(path, data):
+    """POST请求"""
+    body = json.dumps(data).encode()
+    req = urllib.request.Request(
+        f"{BASE_URL}{path}",
+        data=body,
+        method='POST',
+        headers={'Content-Type': 'application/json', 'User-Agent': 'Mozilla/5.0'}
+    )
+    with urllib.request.urlopen(req, timeout=15) as resp:
+        return json.loads(resp.read().decode())
+
+def api_get(path):
+    """GET请求"""
+    req = urllib.request.Request(
+        f"{BASE_URL}{path}",
+        headers={'User-Agent': 'Mozilla/5.0', 'Accept': 'application/json'}
+    )
+    with urllib.request.urlopen(req) as resp:
+        return json.loads(resp.read().decode())
+
+# ============ 核心功能 ============
+
+def remember(content, session_id=None, project=PROJECT, cwd=CWD, category=None):
+    """保存记忆到长期存储 (POST /remember)"""
+    if session_id is None:
+        session_id = DEFAULT_SESSION
+    data = {
+        "hookType": "manual",
+        "sessionId": session_id,
+        "project": project,
+        "cwd": cwd,
+        "timestamp": datetime.now().isoformat(),
+        "content": content
+    }
+    if category:
+        data["category"] = category
+    result = api_post("/agentmemory/remember", data)
+    return result.get('memory', result) if result.get('success') else result
+
+def search(query, limit=10):
+    """语义搜索记忆 (POST /smart-search)"""
+    return api_post("/agentmemory/smart-search", {"query": query, "limit": limit})
+
+def get_memories(limit=100):
+    """获取所有记忆 (GET /memories)"""
+    return api_get(f"/agentmemory/memories?limit={limit}")
+
+def delete(memory_id):
+    """删除指定记忆 (POST /forget)"""
+    return api_post("/agentmemory/forget", {"memoryId": memory_id})
+
+# ============ 辅助功能 ============
+
+def health():
+    """健康检查 (GET /health)"""
+    return api_get("/agentmemory/health")
+
+def get_sessions():
+    """获取会话列表 (GET /sessions)"""
+    return api_get("/agentmemory/sessions")
+
+def observe(content, session_id=None, project=PROJECT, cwd=CWD):
+    """创建观察记录 (POST /observe) - 与remember不同，返回observationId"""
+    if session_id is None:
+        session_id = DEFAULT_SESSION
+    data = {
+        "hookType": "manual",
+        "sessionId": session_id,
+        "project": project,
+        "cwd": cwd,
+        "timestamp": datetime.now().isoformat(),
+        "content": content
+    }
+    return api_post("/agentmemory/observe", data)
+
+if __name__ == "__main__":
+    # 测试
+    print("=== agentmemory 客户端测试 ===")
+    
+    # 健康检查
+    h = health()
+    print(f"服务状态: {h.get('status', 'unknown')}")
+    
+    # 写入测试
+    result = remember(f"[自动测试 {datetime.now().strftime('%H:%M:%S')}]")
+    print(f"写入结果: {result.get('id', result)}")
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