diff --git a/errors/errors.go b/errors/errors.go
new file mode 100644
index 0000000..54869ee
--- /dev/null
+++ b/errors/errors.go
@@ -0,0 +1,6 @@
+package errors
+
+import "errors"
+
+var ErrNoFeeds = errors.New("没有捕获到 feeds 数据")
+var ErrNoFeedDetail = errors.New("没有捕获到 feed 详情数据")
diff --git a/mcp_server.go b/mcp_server.go
index 8b2df73..d5e31ee 100644
--- a/mcp_server.go
+++ b/mcp_server.go
@@ -3,6 +3,7 @@ package main
 import (
 	"context"
 	"encoding/base64"
+
 	"github.com/modelcontextprotocol/go-sdk/mcp"
 	"github.com/sirupsen/logrus"
 )
@@ -64,8 +65,8 @@ type LikeFeedArgs struct {
 
 // FavoriteFeedArgs 收藏参数
 type FavoriteFeedArgs struct {
-	FeedID    string `json:"feed_id" jsonschema:"小红书笔记ID，从Feed列表获取"`
-	XsecToken string `json:"xsec_token" jsonschema:"访问令牌，从Feed列表的xsecToken字段获取"`
+	FeedID     string `json:"feed_id" jsonschema:"小红书笔记ID，从Feed列表获取"`
+	XsecToken  string `json:"xsec_token" jsonschema:"访问令牌，从Feed列表的xsecToken字段获取"`
 	Unfavorite bool   `json:"unfavorite,omitempty" jsonschema:"是否取消收藏，true为取消收藏，false或未设置则为收藏"`
 }
 
@@ -177,7 +178,7 @@ func registerTools(server *mcp.Server, appServer *AppServer) {
 	mcp.AddTool(server,
 		&mcp.Tool{
 			Name:        "user_profile",
-			Description: "获取小红书用户主页，返回用户基本信息，关注、粉丝、获赞量及其笔记内容",
+			Description: "获取指定的小红书用户主页，返回用户基本信息，关注、粉丝、获赞量及其笔记内容",
 		},
 		func(ctx context.Context, req *mcp.CallToolRequest, args UserProfileArgs) (*mcp.CallToolResult, any, error) {
 			argsMap := map[string]interface{}{
diff --git a/service.go b/service.go
index ce9c368..228fbaf 100644
--- a/service.go
+++ b/service.go
@@ -4,6 +4,9 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
+	"os"
+	"time"
+
 	"github.com/go-rod/rod"
 	"github.com/mattn/go-runewidth"
 	"github.com/sirupsen/logrus"
@@ -13,8 +16,6 @@ import (
 	"github.com/xpzouying/xiaohongshu-mcp/cookies"
 	"github.com/xpzouying/xiaohongshu-mcp/pkg/downloader"
 	"github.com/xpzouying/xiaohongshu-mcp/xiaohongshu"
-	"os"
-	"time"
 )
 
 // XiaohongshuService 小红书业务服务
@@ -284,6 +285,7 @@ func (s *XiaohongshuService) ListFeeds(ctx context.Context) (*FeedsListResponse,
 	// 获取 Feeds 列表
 	feeds, err := action.GetFeedsList(ctx)
 	if err != nil {
+		logrus.Errorf("获取 Feeds 列表失败: %v", err)
 		return nil, err
 	}
 
diff --git a/xiaohongshu/feed_detail.go b/xiaohongshu/feed_detail.go
index 2c996dd..8921498 100644
--- a/xiaohongshu/feed_detail.go
+++ b/xiaohongshu/feed_detail.go
@@ -7,6 +7,8 @@ import (
 	"time"
 
 	"github.com/go-rod/rod"
+	"github.com/sirupsen/logrus"
+	"github.com/xpzouying/xiaohongshu-mcp/errors"
 )
 
 // FeedDetailAction 表示 Feed 详情页动作
@@ -26,39 +28,37 @@ func (f *FeedDetailAction) GetFeedDetail(ctx context.Context, feedID, xsecToken
 	// 构建详情页 URL
 	url := makeFeedDetailURL(feedID, xsecToken)
 
+	logrus.Infof("打开 feed 详情页: %s", url)
+
 	// 导航到详情页
 	page.MustNavigate(url)
 	page.MustWaitDOMStable()
 	time.Sleep(1 * time.Second)
 
-	// 获取 window.__INITIAL_STATE__ 并转换为 JSON 字符串
 	result := page.MustEval(`() => {
-		if (window.__INITIAL_STATE__) {
-			return JSON.stringify(window.__INITIAL_STATE__);
+		if (window.__INITIAL_STATE__ &&
+		    window.__INITIAL_STATE__.note &&
+		    window.__INITIAL_STATE__.note.noteDetailMap) {
+			const noteDetailMap = window.__INITIAL_STATE__.note.noteDetailMap;
+			return JSON.stringify(noteDetailMap);
 		}
 		return "";
 	}`).String()
 
 	if result == "" {
-		return nil, fmt.Errorf("__INITIAL_STATE__ not found")
+		return nil, errors.ErrNoFeedDetail
 	}
 
-	// 定义响应结构并直接反序列化
-	var initialState struct {
-		Note struct {
-			NoteDetailMap map[string]struct {
-				Note     FeedDetail  `json:"note"`
-				Comments CommentList `json:"comments"`
-			} `json:"noteDetailMap"`
-		} `json:"note"`
+	var noteDetailMap map[string]struct {
+		Note     FeedDetail  `json:"note"`
+		Comments CommentList `json:"comments"`
 	}
 
-	if err := json.Unmarshal([]byte(result), &initialState); err != nil {
-		return nil, fmt.Errorf("failed to unmarshal __INITIAL_STATE__: %w", err)
+	if err := json.Unmarshal([]byte(result), &noteDetailMap); err != nil {
+		return nil, fmt.Errorf("failed to unmarshal noteDetailMap: %w", err)
 	}
 
-	// 从 noteDetailMap 中获取对应 feedID 的数据
-	noteDetail, exists := initialState.Note.NoteDetailMap[feedID]
+	noteDetail, exists := noteDetailMap[feedID]
 	if !exists {
 		return nil, fmt.Errorf("feed %s not found in noteDetailMap", feedID)
 	}
diff --git a/xiaohongshu/feeds.go b/xiaohongshu/feeds.go
index 0110a25..63d9bca 100644
--- a/xiaohongshu/feeds.go
+++ b/xiaohongshu/feeds.go
@@ -7,17 +7,13 @@ import (
 	"time"
 
 	"github.com/go-rod/rod"
+	"github.com/xpzouying/xiaohongshu-mcp/errors"
 )
 
 type FeedsListAction struct {
 	page *rod.Page
 }
 
-// FeedsResult 定义页面初始状态结构
-type FeedsResult struct {
-	Feed FeedData `json:"feed"`
-}
-
 func NewFeedsListAction(page *rod.Page) *FeedsListAction {
 	pp := page.Timeout(60 * time.Second)
 
@@ -33,24 +29,27 @@ func (f *FeedsListAction) GetFeedsList(ctx context.Context) ([]Feed, error) {
 
 	time.Sleep(1 * time.Second)
 
-	// 获取 window.__INITIAL_STATE__ 并转换为 JSON 字符串
 	result := page.MustEval(`() => {
-		if (window.__INITIAL_STATE__) {
-			return JSON.stringify(window.__INITIAL_STATE__);
+		if (window.__INITIAL_STATE__ &&
+		    window.__INITIAL_STATE__.feed &&
+		    window.__INITIAL_STATE__.feed.feeds) {
+			const feeds = window.__INITIAL_STATE__.feed.feeds;
+			const feedsData = feeds.value !== undefined ? feeds.value : feeds._value;
+			if (feedsData) {
+				return JSON.stringify(feedsData);
+			}
 		}
 		return "";
 	}`).String()
 
 	if result == "" {
-		return nil, fmt.Errorf("__INITIAL_STATE__ not found")
+		return nil, errors.ErrNoFeeds
 	}
 
-	// 解析完整的 InitialState
-	var state FeedsResult
-	if err := json.Unmarshal([]byte(result), &state); err != nil {
-		return nil, fmt.Errorf("failed to unmarshal __INITIAL_STATE__: %w", err)
+	var feeds []Feed
+	if err := json.Unmarshal([]byte(result), &feeds); err != nil {
+		return nil, fmt.Errorf("failed to unmarshal feeds: %w", err)
 	}
 
-	// 返回 feed.feeds._value
-	return state.Feed.Feeds.Value, nil
+	return feeds, nil
 }
diff --git a/xiaohongshu/like_favorite.go b/xiaohongshu/like_favorite.go
index 7f49ba9..c483b40 100644
--- a/xiaohongshu/like_favorite.go
+++ b/xiaohongshu/like_favorite.go
@@ -9,6 +9,7 @@ import (
 	"github.com/go-rod/rod"
 	"github.com/pkg/errors"
 	"github.com/sirupsen/logrus"
+	myerrors "github.com/xpzouying/xiaohongshu-mcp/errors"
 )
 
 // ActionResult 通用动作响应（点赞/收藏等）
@@ -213,33 +214,33 @@ func (a *FavoriteAction) toggleFavorite(page *rod.Page, feedID string, targetCol
 
 // getInteractState 从 __INITIAL_STATE__ 读取笔记的点赞/收藏状态
 func (a *interactAction) getInteractState(page *rod.Page, feedID string) (liked bool, collected bool, err error) {
+
 	result := page.MustEval(`() => {
-		if (window.__INITIAL_STATE__) {
-			return JSON.stringify(window.__INITIAL_STATE__);
+		if (window.__INITIAL_STATE__ &&
+		    window.__INITIAL_STATE__.note &&
+		    window.__INITIAL_STATE__.note.noteDetailMap) {
+			return JSON.stringify(window.__INITIAL_STATE__.note.noteDetailMap);
 		}
 		return "";
 	}`).String()
 	if result == "" {
-		return false, false, fmt.Errorf("__INITIAL_STATE__ not found")
+		return false, false, myerrors.ErrNoFeedDetail
 	}
 
-	var state struct {
+	// 直接解析为 noteDetailMap
+	var noteDetailMap map[string]struct {
 		Note struct {
-			NoteDetailMap map[string]struct {
-				Note struct {
-					InteractInfo struct {
-						Liked     bool `json:"liked"`
-						Collected bool `json:"collected"`
-					} `json:"interactInfo"`
-				} `json:"note"`
-			} `json:"noteDetailMap"`
+			InteractInfo struct {
+				Liked     bool `json:"liked"`
+				Collected bool `json:"collected"`
+			} `json:"interactInfo"`
 		} `json:"note"`
 	}
-	if err := json.Unmarshal([]byte(result), &state); err != nil {
-		return false, false, errors.Wrap(err, "unmarshal __INITIAL_STATE__ failed")
+	if err := json.Unmarshal([]byte(result), &noteDetailMap); err != nil {
+		return false, false, errors.Wrap(err, "unmarshal noteDetailMap failed")
 	}
 
-	detail, ok := state.Note.NoteDetailMap[feedID]
+	detail, ok := noteDetailMap[feedID]
 	if !ok {
 		return false, false, fmt.Errorf("feed %s not in noteDetailMap", feedID)
 	}
diff --git a/xiaohongshu/search.go b/xiaohongshu/search.go
index 0337379..17fa856 100644
--- a/xiaohongshu/search.go
+++ b/xiaohongshu/search.go
@@ -8,6 +8,7 @@ import (
 	"time"
 
 	"github.com/go-rod/rod"
+	"github.com/xpzouying/xiaohongshu-mcp/errors"
 )
 
 type SearchResult struct {
@@ -190,24 +191,29 @@ func (s *SearchAction) Search(ctx context.Context, keyword string, filters ...Fi
 		page.MustWait(`() => window.__INITIAL_STATE__ !== undefined`)
 	}
 
-	// 获取 window.__INITIAL_STATE__ 并转换为 JSON 字符串
 	result := page.MustEval(`() => {
-			if (window.__INITIAL_STATE__) {
-				return JSON.stringify(window.__INITIAL_STATE__);
+		if (window.__INITIAL_STATE__ &&
+		    window.__INITIAL_STATE__.search &&
+		    window.__INITIAL_STATE__.search.feeds) {
+			const feeds = window.__INITIAL_STATE__.search.feeds;
+			const feedsData = feeds.value !== undefined ? feeds.value : feeds._value;
+			if (feedsData) {
+				return JSON.stringify(feedsData);
 			}
-			return "";
-		}`).String()
+		}
+		return "";
+	}`).String()
 
 	if result == "" {
-		return nil, fmt.Errorf("__INITIAL_STATE__ not found")
+		return nil, errors.ErrNoFeeds
 	}
 
-	var searchResult SearchResult
-	if err := json.Unmarshal([]byte(result), &searchResult); err != nil {
-		return nil, fmt.Errorf("failed to unmarshal __INITIAL_STATE__: %w", err)
+	var feeds []Feed
+	if err := json.Unmarshal([]byte(result), &feeds); err != nil {
+		return nil, fmt.Errorf("failed to unmarshal feeds: %w", err)
 	}
 
-	return searchResult.Search.Feeds.Value, nil
+	return feeds, nil
 }
 
 func makeSearchURL(keyword string) string {
diff --git a/xiaohongshu/user_profile.go b/xiaohongshu/user_profile.go
index df4af88..856220f 100644
--- a/xiaohongshu/user_profile.go
+++ b/xiaohongshu/user_profile.go
@@ -33,42 +33,71 @@ func (u *UserProfileAction) UserProfile(ctx context.Context, userID, xsecToken s
 func (u *UserProfileAction) extractUserProfileData(page *rod.Page) (*UserProfileResponse, error) {
 	page.MustWait(`() => window.__INITIAL_STATE__ !== undefined`)
 
-	// 获取 window.__INITIAL_STATE__ 并转换为 JSON 字符串
-	result := page.MustEval(`() => {
-			if (window.__INITIAL_STATE__) {
-				return JSON.stringify(window.__INITIAL_STATE__);
+	userDataResult := page.MustEval(`() => {
+		if (window.__INITIAL_STATE__ &&
+		    window.__INITIAL_STATE__.user &&
+		    window.__INITIAL_STATE__.user.userPageData) {
+			const userPageData = window.__INITIAL_STATE__.user.userPageData;
+			const data = userPageData.value !== undefined ? userPageData.value : userPageData._value;
+			if (data) {
+				return JSON.stringify(data);
 			}
-			return "";
-		}`).String()
+		}
+		return "";
+	}`).String()
 
-	if result == "" {
-		return nil, fmt.Errorf("__INITIAL_STATE__ not found")
+	if userDataResult == "" {
+		return nil, fmt.Errorf("user.userPageData.value not found in __INITIAL_STATE__")
 	}
-	// 定义响应结构并直接反序列化
-	var initialState = struct {
-		User struct {
-			UserPageData UserPageData `json:"userPageData"`
-			Notes        struct {
-				Feeds [][]Feed `json:"_rawValue"` // 帖子为双重数组
-			} `json:"notes"`
-		} `json:"user"`
-	}{}
-	if err := json.Unmarshal([]byte(result), &initialState); err != nil {
-		return nil, fmt.Errorf("failed to unmarshal __INITIAL_STATE__: %w", err)
+
+	// 2. 获取用户帖子：window.__INITIAL_STATE__.user.notes.value
+	notesResult := page.MustEval(`() => {
+		if (window.__INITIAL_STATE__ &&
+		    window.__INITIAL_STATE__.user &&
+		    window.__INITIAL_STATE__.user.notes) {
+			const notes = window.__INITIAL_STATE__.user.notes;
+			// 优先使用 value（getter），如果不存在则使用 _value（内部字段）
+			const data = notes.value !== undefined ? notes.value : notes._value;
+			if (data) {
+				return JSON.stringify(data);
+			}
+		}
+		return "";
+	}`).String()
+
+	if notesResult == "" {
+		return nil, fmt.Errorf("user.notes.value not found in __INITIAL_STATE__")
 	}
+
+	// 解析用户信息
+	var userPageData struct {
+		Interactions []UserInteractions `json:"interactions"`
+		BasicInfo    UserBasicInfo      `json:"basicInfo"`
+	}
+	if err := json.Unmarshal([]byte(userDataResult), &userPageData); err != nil {
+		return nil, fmt.Errorf("failed to unmarshal userPageData: %w", err)
+	}
+
+	// 解析帖子数据（帖子为双重数组）
+	var notesFeeds [][]Feed
+	if err := json.Unmarshal([]byte(notesResult), &notesFeeds); err != nil {
+		return nil, fmt.Errorf("failed to unmarshal notes: %w", err)
+	}
+
+	// 组装响应
 	response := &UserProfileResponse{
-		UserBasicInfo: initialState.User.UserPageData.RawValue.BasicInfo,
-		Interactions:  initialState.User.UserPageData.RawValue.Interactions,
+		UserBasicInfo: userPageData.BasicInfo,
+		Interactions:  userPageData.Interactions,
 	}
-	// 添加用户贴子
-	for _, feeds := range initialState.User.Notes.Feeds {
+
+	// 添加用户帖子（展平双重数组）
+	for _, feeds := range notesFeeds {
 		if len(feeds) != 0 {
 			response.Feeds = append(response.Feeds, feeds...)
 		}
 	}
 
 	return response, nil
-
 }
 
 func makeUserProfileURL(userID, xsecToken string) string {