diff --git a/mcp_handlers.go b/mcp_handlers.go
index 6c7fd1e..b2577d7 100644
--- a/mcp_handlers.go
+++ b/mcp_handlers.go
@@ -391,6 +391,78 @@ func (s *AppServer) handleUserProfile(ctx context.Context, args map[string]any)
 	}
 }
 
+// handleLikeFeed 处理点赞/取消点赞
+func (s *AppServer) handleLikeFeed(ctx context.Context, args map[string]interface{}) *MCPToolResult {
+	feedID, ok := args["feed_id"].(string)
+	if !ok || feedID == "" {
+		return &MCPToolResult{Content: []MCPContent{{Type: "text", Text: "操作失败: 缺少feed_id参数"}}, IsError: true}
+	}
+	xsecToken, ok := args["xsec_token"].(string)
+	if !ok || xsecToken == "" {
+		return &MCPToolResult{Content: []MCPContent{{Type: "text", Text: "操作失败: 缺少xsec_token参数"}}, IsError: true}
+	}
+	unlike, _ := args["unlike"].(bool)
+	
+	var res *ActionResult
+	var err error
+	
+	if unlike {
+		res, err = s.xiaohongshuService.UnlikeFeed(ctx, feedID, xsecToken)
+	} else {
+		res, err = s.xiaohongshuService.LikeFeed(ctx, feedID, xsecToken)
+	}
+	
+	if err != nil {
+		action := "点赞"
+		if unlike {
+			action = "取消点赞"
+		}
+		return &MCPToolResult{Content: []MCPContent{{Type: "text", Text: action + "失败: " + err.Error()}}, IsError: true}
+	}
+	
+	action := "点赞"
+	if unlike {
+		action = "取消点赞"
+	}
+	return &MCPToolResult{Content: []MCPContent{{Type: "text", Text: fmt.Sprintf("%s成功 - Feed ID: %s", action, res.FeedID)}}}
+}
+
+// handleFavoriteFeed 处理收藏/取消收藏
+func (s *AppServer) handleFavoriteFeed(ctx context.Context, args map[string]interface{}) *MCPToolResult {
+	feedID, ok := args["feed_id"].(string)
+	if !ok || feedID == "" {
+		return &MCPToolResult{Content: []MCPContent{{Type: "text", Text: "操作失败: 缺少feed_id参数"}}, IsError: true}
+	}
+	xsecToken, ok := args["xsec_token"].(string)
+	if !ok || xsecToken == "" {
+		return &MCPToolResult{Content: []MCPContent{{Type: "text", Text: "操作失败: 缺少xsec_token参数"}}, IsError: true}
+	}
+	unfavorite, _ := args["unfavorite"].(bool)
+	
+	var res *ActionResult
+	var err error
+	
+	if unfavorite {
+		res, err = s.xiaohongshuService.UnfavoriteFeed(ctx, feedID, xsecToken)
+	} else {
+		res, err = s.xiaohongshuService.FavoriteFeed(ctx, feedID, xsecToken)
+	}
+	
+	if err != nil {
+		action := "收藏"
+		if unfavorite {
+			action = "取消收藏"
+		}
+		return &MCPToolResult{Content: []MCPContent{{Type: "text", Text: action + "失败: " + err.Error()}}, IsError: true}
+	}
+	
+	action := "收藏"
+	if unfavorite {
+		action = "取消收藏"
+	}
+	return &MCPToolResult{Content: []MCPContent{{Type: "text", Text: fmt.Sprintf("%s成功 - Feed ID: %s", action, res.FeedID)}}}
+}
+
 // handlePostComment 处理发表评论到Feed
 func (s *AppServer) handlePostComment(ctx context.Context, args map[string]interface{}) *MCPToolResult {
 	logrus.Info("MCP: 发表评论到Feed")
diff --git a/mcp_server.go b/mcp_server.go
index 9d6895b..3e1ce9e 100644
--- a/mcp_server.go
+++ b/mcp_server.go
@@ -50,6 +50,20 @@ type PostCommentArgs struct {
 	Content   string `json:"content" jsonschema:"评论内容"`
 }
 
+// LikeFeedArgs 点赞参数
+type LikeFeedArgs 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"`
+	Unlike    bool   `json:"unlike,omitempty" jsonschema:"是否取消点赞，true为取消点赞，false或未设置则为点赞"`
+}
+
+// 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"`
+	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"`
+}
+
 // InitMCPServer 初始化 MCP Server
 func InitMCPServer(appServer *AppServer) *mcp.Server {
 	// 创建 MCP Server
@@ -208,7 +222,41 @@ func registerTools(server *mcp.Server, appServer *AppServer) {
 		},
 	)
 
-	logrus.Infof("Registered %d MCP tools", 9)
+	// 工具 10: 点赞笔记
+	mcp.AddTool(server,
+		&mcp.Tool{
+			Name:        "like_feed",
+			Description: "为指定笔记点赞或取消点赞（如已点赞将跳过点赞，如未点赞将跳过取消点赞）",
+		},
+		func(ctx context.Context, req *mcp.CallToolRequest, args LikeFeedArgs) (*mcp.CallToolResult, any, error) {
+			argsMap := map[string]interface{}{
+				"feed_id":    args.FeedID,
+				"xsec_token": args.XsecToken,
+				"unlike":     args.Unlike,
+			}
+			result := appServer.handleLikeFeed(ctx, argsMap)
+			return convertToMCPResult(result), nil, nil
+		},
+	)
+
+	// 工具 11: 收藏笔记
+	mcp.AddTool(server,
+		&mcp.Tool{
+			Name:        "favorite_feed",
+			Description: "收藏指定笔记或取消收藏（如已收藏将跳过收藏，如未收藏将跳过取消收藏）",
+		},
+		func(ctx context.Context, req *mcp.CallToolRequest, args FavoriteFeedArgs) (*mcp.CallToolResult, any, error) {
+			argsMap := map[string]interface{}{
+				"feed_id":    args.FeedID,
+				"xsec_token": args.XsecToken,
+				"unfavorite": args.Unfavorite,
+			}
+			result := appServer.handleFavoriteFeed(ctx, argsMap)
+			return convertToMCPResult(result), nil, nil
+		},
+	)
+
+	logrus.Infof("Registered %d MCP tools", 11)
 }
 
 // convertToMCPResult 将自定义的 MCPToolResult 转换为官方 SDK 的格式
diff --git a/service.go b/service.go
index ebc1534..9cee00b 100644
--- a/service.go
+++ b/service.go
@@ -368,29 +368,79 @@ func (s *XiaohongshuService) UserProfile(ctx context.Context, userID, xsecToken
 
 // PostCommentToFeed 发表评论到Feed
 func (s *XiaohongshuService) PostCommentToFeed(ctx context.Context, feedID, xsecToken, content string) (*PostCommentResponse, error) {
-	// 使用非无头模式以便查看操作过程
 	b := newBrowser()
 	defer b.Close()
 
 	page := b.NewPage()
 	defer page.Close()
 
-	// 创建 Feed 评论 action
 	action := xiaohongshu.NewCommentFeedAction(page)
 
-	// 发表评论
-	err := action.PostComment(ctx, feedID, xsecToken, content)
-	if err != nil {
+	if err := action.PostComment(ctx, feedID, xsecToken, content); err != nil {
 		return nil, err
 	}
 
-	response := &PostCommentResponse{
-		FeedID:  feedID,
-		Success: true,
-		Message: "评论发表成功",
-	}
+	return &PostCommentResponse{FeedID: feedID, Success: true, Message: "评论发表成功"}, nil
+}
 
-	return response, nil
+// LikeFeed 点赞笔记
+func (s *XiaohongshuService) LikeFeed(ctx context.Context, feedID, xsecToken string) (*ActionResult, error) {
+	b := newBrowser()
+	defer b.Close()
+
+	page := b.NewPage()
+	defer page.Close()
+
+	action := xiaohongshu.NewLikeAction(page)
+	if err := action.Like(ctx, feedID, xsecToken); err != nil {
+		return nil, err
+	}
+	return &ActionResult{FeedID: feedID, Success: true, Message: "点赞成功或已点赞"}, nil
+}
+
+// UnlikeFeed 取消点赞笔记
+func (s *XiaohongshuService) UnlikeFeed(ctx context.Context, feedID, xsecToken string) (*ActionResult, error) {
+	b := newBrowser()
+	defer b.Close()
+
+	page := b.NewPage()
+	defer page.Close()
+
+	action := xiaohongshu.NewLikeAction(page)
+	if err := action.Unlike(ctx, feedID, xsecToken); err != nil {
+		return nil, err
+	}
+	return &ActionResult{FeedID: feedID, Success: true, Message: "取消点赞成功或未点赞"}, nil
+}
+
+// FavoriteFeed 收藏笔记
+func (s *XiaohongshuService) FavoriteFeed(ctx context.Context, feedID, xsecToken string) (*ActionResult, error) {
+	b := newBrowser()
+	defer b.Close()
+
+	page := b.NewPage()
+	defer page.Close()
+
+	action := xiaohongshu.NewFavoriteAction(page)
+	if err := action.Favorite(ctx, feedID, xsecToken); err != nil {
+		return nil, err
+	}
+	return &ActionResult{FeedID: feedID, Success: true, Message: "收藏成功或已收藏"}, nil
+}
+
+// UnfavoriteFeed 取消收藏笔记
+func (s *XiaohongshuService) UnfavoriteFeed(ctx context.Context, feedID, xsecToken string) (*ActionResult, error) {
+	b := newBrowser()
+	defer b.Close()
+
+	page := b.NewPage()
+	defer page.Close()
+
+	action := xiaohongshu.NewFavoriteAction(page)
+	if err := action.Unfavorite(ctx, feedID, xsecToken); err != nil {
+		return nil, err
+	}
+	return &ActionResult{FeedID: feedID, Success: true, Message: "取消收藏成功或未收藏"}, nil
 }
 
 func newBrowser() *headless_browser.Browser {
diff --git a/types.go b/types.go
index afd5f07..aee7fdc 100644
--- a/types.go
+++ b/types.go
@@ -63,3 +63,10 @@ type UserProfileRequest struct {
 	UserID    string `json:"user_id" binding:"required"`
 	XsecToken string `json:"xsec_token" binding:"required"`
 }
+
+// ActionResult 通用动作响应（点赞/收藏等）
+type ActionResult struct {
+	FeedID  string `json:"feed_id"`
+	Success bool   `json:"success"`
+	Message string `json:"message"`
+}
diff --git a/xiaohongshu/like_favorite.go b/xiaohongshu/like_favorite.go
new file mode 100644
index 0000000..7f49ba9
--- /dev/null
+++ b/xiaohongshu/like_favorite.go
@@ -0,0 +1,247 @@
+package xiaohongshu
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"time"
+
+	"github.com/go-rod/rod"
+	"github.com/pkg/errors"
+	"github.com/sirupsen/logrus"
+)
+
+// ActionResult 通用动作响应（点赞/收藏等）
+type ActionResult struct {
+	FeedID  string `json:"feed_id"`
+	Success bool   `json:"success"`
+	Message string `json:"message"`
+}
+
+// 选择器常量
+const (
+	SelectorLikeButton    = ".interact-container .left .like-lottie"
+	SelectorCollectButton = ".interact-container .left .reds-icon.collect-icon"
+)
+
+// interactActionType 交互动作类型
+type interactActionType string
+
+const (
+	actionLike       interactActionType = "点赞"
+	actionFavorite   interactActionType = "收藏"
+	actionUnlike     interactActionType = "取消点赞"
+	actionUnfavorite interactActionType = "取消收藏"
+)
+
+type interactAction struct {
+	page *rod.Page
+}
+
+func newInteractAction(page *rod.Page) *interactAction {
+	return &interactAction{page: page}
+}
+
+func (a *interactAction) preparePage(ctx context.Context, actionType interactActionType, feedID, xsecToken string) *rod.Page {
+	page := a.page.Context(ctx).Timeout(60 * time.Second)
+	url := makeFeedDetailURL(feedID, xsecToken)
+	logrus.Infof("Opening feed detail page for %s: %s", actionType, url)
+
+	page.MustNavigate(url)
+	page.MustWaitDOMStable()
+	time.Sleep(1 * time.Second)
+
+	return page
+}
+
+func (a *interactAction) performClick(page *rod.Page, selector string) {
+	element := page.MustElement(selector)
+	element.MustClick()
+}
+
+// LikeAction 负责处理点赞相关交互
+type LikeAction struct {
+	*interactAction
+}
+
+func NewLikeAction(page *rod.Page) *LikeAction {
+	return &LikeAction{interactAction: newInteractAction(page)}
+}
+
+// Like 点赞指定笔记，如果已点赞则直接返回
+func (a *LikeAction) Like(ctx context.Context, feedID, xsecToken string) error {
+	return a.perform(ctx, feedID, xsecToken, true)
+}
+
+// Unlike 取消点赞指定笔记，如果未点赞则直接返回
+func (a *LikeAction) Unlike(ctx context.Context, feedID, xsecToken string) error {
+	return a.perform(ctx, feedID, xsecToken, false)
+}
+
+func (a *LikeAction) perform(ctx context.Context, feedID, xsecToken string, targetLiked bool) error {
+	actionType := actionLike
+	if !targetLiked {
+		actionType = actionUnlike
+	}
+
+	page := a.preparePage(ctx, actionType, feedID, xsecToken)
+
+	liked, _, err := a.getInteractState(page, feedID)
+	if err != nil {
+		logrus.Warnf("failed to read interact state: %v (continue to try clicking)", err)
+		return a.toggleLike(page, feedID, targetLiked, actionType)
+	}
+
+	if targetLiked && liked {
+		logrus.Infof("feed %s already liked, skip clicking", feedID)
+		return nil
+	}
+	if !targetLiked && !liked {
+		logrus.Infof("feed %s not liked yet, skip clicking", feedID)
+		return nil
+	}
+
+	return a.toggleLike(page, feedID, targetLiked, actionType)
+}
+
+func (a *LikeAction) toggleLike(page *rod.Page, feedID string, targetLiked bool, actionType interactActionType) error {
+	a.performClick(page, SelectorLikeButton)
+	time.Sleep(3 * time.Second)
+
+	liked, _, err := a.getInteractState(page, feedID)
+	if err != nil {
+		logrus.Warnf("验证%s状态失败: %v", actionType, err)
+		return nil
+	}
+	if liked == targetLiked {
+		logrus.Infof("feed %s %s成功", feedID, actionType)
+		return nil
+	}
+
+	logrus.Warnf("feed %s %s可能未成功，状态未变化，尝试再次点击", feedID, actionType)
+	a.performClick(page, SelectorLikeButton)
+	time.Sleep(2 * time.Second)
+
+	liked, _, err = a.getInteractState(page, feedID)
+	if err != nil {
+		logrus.Warnf("第二次验证%s状态失败: %v", actionType, err)
+		return nil
+	}
+	if liked == targetLiked {
+		logrus.Infof("feed %s 第二次点击%s成功", feedID, actionType)
+		return nil
+	}
+
+	return nil
+}
+
+// FavoriteAction 负责处理收藏相关交互
+type FavoriteAction struct {
+	*interactAction
+}
+
+func NewFavoriteAction(page *rod.Page) *FavoriteAction {
+	return &FavoriteAction{interactAction: newInteractAction(page)}
+}
+
+// Favorite 收藏指定笔记，如果已收藏则直接返回
+func (a *FavoriteAction) Favorite(ctx context.Context, feedID, xsecToken string) error {
+	return a.perform(ctx, feedID, xsecToken, true)
+}
+
+// Unfavorite 取消收藏指定笔记，如果未收藏则直接返回
+func (a *FavoriteAction) Unfavorite(ctx context.Context, feedID, xsecToken string) error {
+	return a.perform(ctx, feedID, xsecToken, false)
+}
+
+func (a *FavoriteAction) perform(ctx context.Context, feedID, xsecToken string, targetCollected bool) error {
+	actionType := actionFavorite
+	if !targetCollected {
+		actionType = actionUnfavorite
+	}
+
+	page := a.preparePage(ctx, actionType, feedID, xsecToken)
+
+	_, collected, err := a.getInteractState(page, feedID)
+	if err != nil {
+		logrus.Warnf("failed to read interact state: %v (continue to try clicking)", err)
+		return a.toggleFavorite(page, feedID, targetCollected, actionType)
+	}
+
+	if targetCollected && collected {
+		logrus.Infof("feed %s already favorited, skip clicking", feedID)
+		return nil
+	}
+	if !targetCollected && !collected {
+		logrus.Infof("feed %s not favorited yet, skip clicking", feedID)
+		return nil
+	}
+
+	return a.toggleFavorite(page, feedID, targetCollected, actionType)
+}
+
+func (a *FavoriteAction) toggleFavorite(page *rod.Page, feedID string, targetCollected bool, actionType interactActionType) error {
+	a.performClick(page, SelectorCollectButton)
+	time.Sleep(3 * time.Second)
+
+	_, collected, err := a.getInteractState(page, feedID)
+	if err != nil {
+		logrus.Warnf("验证%s状态失败: %v", actionType, err)
+		return nil
+	}
+	if collected == targetCollected {
+		logrus.Infof("feed %s %s成功", feedID, actionType)
+		return nil
+	}
+
+	logrus.Warnf("feed %s %s可能未成功，状态未变化，尝试再次点击", feedID, actionType)
+	a.performClick(page, SelectorCollectButton)
+	time.Sleep(2 * time.Second)
+
+	_, collected, err = a.getInteractState(page, feedID)
+	if err != nil {
+		logrus.Warnf("第二次验证%s状态失败: %v", actionType, err)
+		return nil
+	}
+	if collected == targetCollected {
+		logrus.Infof("feed %s 第二次点击%s成功", feedID, actionType)
+		return nil
+	}
+
+	return nil
+}
+
+// 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__);
+		}
+		return "";
+	}`).String()
+	if result == "" {
+		return false, false, fmt.Errorf("__INITIAL_STATE__ not found")
+	}
+
+	var state 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"`
+		} `json:"note"`
+	}
+	if err := json.Unmarshal([]byte(result), &state); err != nil {
+		return false, false, errors.Wrap(err, "unmarshal __INITIAL_STATE__ failed")
+	}
+
+	detail, ok := state.Note.NoteDetailMap[feedID]
+	if !ok {
+		return false, false, fmt.Errorf("feed %s not in noteDetailMap", feedID)
+	}
+	return detail.Note.InteractInfo.Liked, detail.Note.InteractInfo.Collected, nil
+}