diff --git a/module/gitlab/model.php b/module/gitlab/model.php
index 164675e3d4..ebf95a2c43 100644
--- a/module/gitlab/model.php
+++ b/module/gitlab/model.php
@@ -678,7 +678,7 @@ class gitlabModel extends model
         $allResults = array();
         for($page = 1; true; $page++)
         {
-            $results = json_decode(commonModel::http($host . "&simple=true&page={$page}&per_page=100"));
+            $results = json_decode(commonModel::http($url . "&page={$page}&per_page=100"));
             if(!is_array($results)) break;
             if(!empty($results)) $allResults = array_merge($allResults, $results);
             if(count($results)<100 or $page > 10) break;
diff --git a/module/mr/control.php b/module/mr/control.php
index b70439a853..f6f241039c 100644
--- a/module/mr/control.php
+++ b/module/mr/control.php
@@ -32,7 +32,9 @@ class mr extends control
     {
         $this->app->loadClass('pager', $static = true);
         $pager  = new pager($recTotal, $recPerPage, $pageID);
-        $MRList = $this->mr->getList($mode, $param, $orderBy, $pager);
+
+        $projects = $this->mr->getAllGitlabProjects();
+        $MRList   = $this->mr->getList($mode, $param, $orderBy, $pager, empty($projects) ? false : $projects);
 
         /* Save current URI to session. */
         $this->session->set('mrList', $this->app->getURI(true), 'repo');
@@ -53,6 +55,7 @@ class mr extends control
 
         $this->view->title      = $this->lang->mr->common . $this->lang->colon . $this->lang->mr->browse;
         $this->view->MRList     = $MRList;
+        $this->view->projects   = $projects;
         $this->view->pager      = $pager;
         $this->view->mode       = $mode;
         $this->view->param      = $param;
diff --git a/module/mr/model.php b/module/mr/model.php
index 5565966381..f1b69d83c8 100644
--- a/module/mr/model.php
+++ b/module/mr/model.php
@@ -38,21 +38,38 @@ class mrModel extends model
     /**
      * Get MR list of gitlab project.
      *
-     * @param  string   $mode
-     * @param  string   $param
-     * @param  string   $orderBy
-     * @param  object   $pager
+     * @param  string     $mode
+     * @param  string     $param
+     * @param  string     $orderBy
+     * @param  object     $pager
+     * @param  array|bool $filterProjects
      * @access public
      * @return array
      */
-    public function getList($mode = 'all', $param = 'all', $orderBy = 'id_desc', $pager = null)
+    public function getList($mode = 'all', $param = 'all', $orderBy = 'id_desc', $pager = null, $filterProjects = array())
     {
+        /* If filterProjects equals false,it means no permission. */
+        if($filterProjects === false) return array();
+
+        $filterProjectSql = '';
+        if(!empty($filterProjects))
+        {
+            foreach($filterProjects as $gitlabID => $projects)
+            {
+                $projectIDList = array_keys($projects);
+                if(!empty($projectIDList)) $filterProjectSql .= "(gitlabID = {$gitlabID} and sourceProject ".helper::dbIN($projectIDList).") or ";
+            }
+
+            if($filterProjectSql) $filterProjectSql = '(' . substr($filterProjectSql, 0, -3) . ')'; // Remove last or.
+        }
+
         $MRList = $this->dao->select('*')
             ->from(TABLE_MR)
             ->where('deleted')->eq('0')
             ->beginIF($mode == 'status' and $param != 'all')->andWhere('status')->eq($param)->fi()
             ->beginIF($mode == 'assignee' and $param != 'all')->andWhere('assignee')->eq($param)->fi()
             ->beginIF($mode == 'creator' and $param != 'all')->andWhere('createdBy')->eq($param)->fi()
+            ->beginIF($filterProjectSql)->andWhere($filterProjectSql)->fi()
             ->orderBy($orderBy)
             ->page($pager)
             ->fetchAll('id');
@@ -76,6 +93,42 @@ class mrModel extends model
         return array('' => '') + $MR;
     }
 
+    /**
+     * Get all gitlab server project,private projects that do not include guest permissions.
+     *
+     * @access public
+     * @return array
+     */
+    public function getAllGitlabProjects()
+    {
+        $gitlabIDList = $this->dao->select('distinct gitlabID')->from(TABLE_MR)
+            ->where('deleted')->eq('0')
+            ->fetchPairs('gitlabID');
+
+        $allProjects = array();
+        $gitlabUsers = $this->dao->select('providerID,openID')->from(TABLE_OAUTH)
+            ->where('providerType')->eq('gitlab')
+            ->andWhere('account')->eq($this->app->user->account)
+            ->fetchPairs();
+        foreach($gitlabIDList as $gitlabID)
+        {
+            if(!$this->app->user->admin and !isset($gitlabUsers[$gitlabID])) continue;
+            $allProjects[$gitlabID] = $this->gitlab->apiGetProjects($gitlabID);
+        }
+
+        $allProjectPairs = array();
+        foreach($allProjects as $gitlabID => $projects)
+        {
+            foreach($projects as $key => $project)
+            {
+                if(empty($project->permissions->project_access->access_level) or $project->permissions->project_access->access_level <= 10) continue;
+                $allProjectPairs[$gitlabID][$project->id] = $project;
+            }
+        }
+
+        return $allProjectPairs;
+    }
+
     /**
      * Create MR function.
      *
diff --git a/module/mr/view/browse.html.php b/module/mr/view/browse.html.php
index 4a27fcd709..d017f89fa3 100644
--- a/module/mr/view/browse.html.php
+++ b/module/mr/view/browse.html.php
@@ -64,13 +64,11 @@
       </thead>
       <tbody>
         <?php foreach($MRList as $MR):?>
-        <?php if(!isset($projects[$MR->sourceProject])) $projects[$MR->sourceProject] = $this->loadModel('gitlab')->apiGetSingleProject($MR->gitlabID, $MR->sourceProject); ?>
-        <?php if(!isset($projects[$MR->targetProject])) $projects[$MR->targetProject] = $this->loadModel('gitlab')->apiGetSingleProject($MR->gitlabID, $MR->targetProject); ?>
         <tr>
           <td class='text'><?php echo $MR->id;?></td>
           <td class='text'><?php echo html::a(inlink('view', "mr={$MR->id}"), $MR->title);?></td>
-          <td class='text' title='<?php echo $projects[$MR->sourceProject]->name_with_namespace . ':' . $MR->sourceBranch;?>'><?php echo $projects[$MR->sourceProject]->name_with_namespace . ':' . $MR->sourceBranch;?></td>
-          <td class='text' title='<?php echo $projects[$MR->targetProject]->name_with_namespace . ':' . $MR->targetBranch;?>'><?php echo $projects[$MR->targetProject]->name_with_namespace . ':' . $MR->targetBranch;?></td>
+          <td class='text' title='<?php echo $projects[$MR->gitlabID][$MR->sourceProject]->name_with_namespace . ':' . $MR->sourceBranch;?>'><?php echo $projects[$MR->gitlabID][$MR->sourceProject]->name_with_namespace . ':' . $MR->sourceBranch;?></td>
+          <td class='text' title='<?php echo $projects[$MR->gitlabID][$MR->targetProject]->name_with_namespace . ':' . $MR->targetBranch;?>'><?php echo $projects[$MR->gitlabID][$MR->targetProject]->name_with_namespace . ':' . $MR->targetBranch;?></td>
           <?php if($MR->status == 'closed'):?>
             <td class='text'><?php echo zget($lang->mr->statusList, $MR->status);?></td>
           <?php else:?>