diff --git a/pagure/lib/query.py b/pagure/lib/query.py
index 008e731..a4a3c49 100644
--- a/pagure/lib/query.py
+++ b/pagure/lib/query.py
@@ -3210,6 +3210,7 @@ def search_pull_requests(
     status=None,
     author=None,
     assignee=None,
+    tags=None,
     count=False,
     offset=None,
     limit=None,
@@ -3285,6 +3286,57 @@ def search_pull_requests(
     if branch_from is not None:
         query = query.filter(model.PullRequest.branch_from == branch_from)
 
+    if tags is not None and tags != []:
+        if isinstance(tags, six.string_types):
+            tags = [tags]
+        notags = []
+        ytags = []
+        for tag in tags:
+            if tag.startswith("!"):
+                notags.append(tag[1:])
+            else:
+                ytags.append(tag)
+
+        if ytags:
+            sub_q2 = session.query(sqlalchemy.distinct(model.PullRequest.uid))
+            if project_id is not None:
+                sub_q2 = sub_q2.filter(
+                    model.PullRequest.project_id == project_id
+                )
+            sub_q2 = (
+                sub_q2.filter(
+                    model.PullRequest.uid == model.TagPullRequest.request_uid
+                )
+                .filter(model.TagPullRequest.tag_id == model.TagColored.id)
+                .filter(model.TagColored.tag.in_(ytags))
+            )
+        if notags:
+            sub_q3 = session.query(sqlalchemy.distinct(model.PullRequest.uid))
+            if project_id is not None:
+                sub_q3 = sub_q3.filter(
+                    model.PullRequest.project_id == project_id
+                )
+            sub_q3 = (
+                sub_q3.filter(
+                    model.PullRequest.uid == model.TagPullRequest.request_uid
+                )
+                .filter(model.TagPullRequest.tag_id == model.TagColored.id)
+                .filter(model.TagColored.tag.in_(notags))
+            )
+        # Adjust the main query based on the parameters specified
+        if ytags and not notags:
+            query = query.filter(model.PullRequest.uid.in_(sub_q2))
+        elif not ytags and notags:
+            query = query.filter(~model.PullRequest.uid.in_(sub_q3))
+        elif ytags and notags:
+            final_set = set([i[0] for i in sub_q2.all()]) - set(
+                [i[0] for i in sub_q3.all()]
+            )
+            if final_set:
+                query = query.filter(
+                    model.PullRequest.uid.in_(list(final_set))
+                )
+
     if search_pattern is not None:
         if "*" in search_pattern:
             search_pattern = search_pattern.replace("*", "%")
diff --git a/pagure/templates/requests.html b/pagure/templates/requests.html
index 927ba87..45a23f4 100644
--- a/pagure/templates/requests.html
+++ b/pagure/templates/requests.html
@@ -11,6 +11,20 @@
 {% block header %}
 <link type="text/css" rel="stylesheet" nonce="{{ g.nonce }}" href="{{
   url_for('static', filename='vendor/selectize/selectize.bootstrap3.css') }}"/>
+<style nonce="{{ g.nonce }}">
+  #tags-filter-group .selectize-input .item{
+    background-color: {{tag.tag_color}};
+    color:white;
+    font-weight:bold;
+    padding-left:6px;
+    width:100%;
+  }
+  {% for tag in tag_list %}
+  #tags-filter-group .selectize-input .item[data-value='{{tag.tag}}']{
+    background-color: {{tag.tag_color}};
+  }
+  {% endfor %}
+</style>
 {% endblock %}
 
 {% block repo %}
@@ -133,6 +147,20 @@
                             repo=repo.name ) }}" method="GET">
                         <input type="hidden" name="status" value="{{ status }}" />
 
+                        <div class="form-group row mb-1" id="tags-filter-group">
+                          <label for="tags" class="col-auto align-self-center pl-1 pr-0"><i class="text-muted fa fa-fw fa-tag"></i></label>
+                          <div class="col pl-1">
+                            <select name="tags" multiple id="tags-selectize" placeholder="Tags">
+                              {% for tag in tag_list %}
+                              <option value="{{ tag.tag }}" {% if tag.tag in tags %}selected="selected"{% endif %}>{{tag.tag}}</option>
+                              {% endfor %}
+                            </select>
+                          </div>
+                          <div class="col-auto pl-0 pr-1 pt-1">
+                            <i class="fa fa-times fa-fw text-muted" id="tags-selectize-reset"></i>
+                          </div>
+                        </div>
+
                         <div class="form-group row mb-2">
                           <label for="search_pattern" class="col-auto align-self-center pl-1 pr-0"><i class="text-muted fa fa-fw fa-search"></i></label>
                           <div class="col pl-1">
@@ -309,6 +337,25 @@ $(document).ready(function() {
       $('input[name="search_pattern"]').val('');
     });
 
+    var $tags_selectize = $('#tags-selectize').selectize({
+    plugins: ['remove_button'],
+    closeAfterSelect: true,
+    onInitialize: function(){
+      $("#tags-filter-group .selectize-control").on('click', function(event){
+        event.stopPropagation();
+      })
+      $("#filters-dropdown").on('click', function(event){
+        event.stopPropagation();
+      })
+    }
+    });
+
+  var tags_selectize_control = $tags_selectize[0].selectize;
+
+  $("#tags-selectize-reset").on('click', function(e){
+    tags_selectize_control.clear();
+  });
+
     var $assignee_selectize = $('#assignee-selectize').selectize({
       valueField: 'user',
       labelField: 'user',
diff --git a/pagure/ui/fork.py b/pagure/ui/fork.py
index ca3e25a..b6834a8 100644
--- a/pagure/ui/fork.py
+++ b/pagure/ui/fork.py
@@ -69,6 +69,8 @@ def request_pulls(repo, username=None, namespace=None):
     """ List all Pull-requests associated to a repo
     """
     status = flask.request.args.get("status", "Open")
+    tags = flask.request.args.getlist("tags")
+    tags = [tag.strip() for tag in tags if tag.strip()]
     assignee = flask.request.args.get("assignee", None)
     search_pattern = flask.request.args.get("search_pattern", None)
     author = flask.request.args.get("author", None)
@@ -98,6 +100,7 @@ def request_pulls(repo, username=None, namespace=None):
             order_key=order_key,
             assignee=assignee,
             author=author,
+            tags=tags,
             search_pattern=search_pattern,
             offset=flask.g.offset,
             limit=flask.g.limit,
@@ -112,6 +115,7 @@ def request_pulls(repo, username=None, namespace=None):
             order_key=order_key,
             assignee=assignee,
             author=author,
+            tags=tags,
             search_pattern=search_pattern,
             offset=flask.g.offset,
             limit=flask.g.limit,
@@ -126,6 +130,7 @@ def request_pulls(repo, username=None, namespace=None):
             order_key=order_key,
             assignee=assignee,
             author=author,
+            tags=tags,
             search_pattern=search_pattern,
             offset=flask.g.offset,
             limit=flask.g.limit,
@@ -140,6 +145,7 @@ def request_pulls(repo, username=None, namespace=None):
             order_key=order_key,
             assignee=assignee,
             author=author,
+            tags=tags,
             search_pattern=search_pattern,
             offset=flask.g.offset,
             limit=flask.g.limit,
@@ -151,6 +157,7 @@ def request_pulls(repo, username=None, namespace=None):
         status="Open",
         assignee=assignee,
         author=author,
+        tags=tags,
         search_pattern=search_pattern,
         count=True,
     )
@@ -161,6 +168,7 @@ def request_pulls(repo, username=None, namespace=None):
         status="Merged",
         assignee=assignee,
         author=author,
+        tags=tags,
         search_pattern=search_pattern,
         count=True,
     )
@@ -171,6 +179,7 @@ def request_pulls(repo, username=None, namespace=None):
         status="Closed",
         assignee=assignee,
         author=author,
+        tags=tags,
         search_pattern=search_pattern,
         count=True,
     )
@@ -193,11 +202,15 @@ def request_pulls(repo, username=None, namespace=None):
             total_requests = closed_cnt + merged_cnt + open_cnt
         total_page = int(ceil(total_requests / float(flask.g.limit)))
 
+    tag_list = pagure.lib.query.get_tags_of_project(flask.g.session, repo)
+
     return flask.render_template(
         "requests.html",
         select="requests",
         repo=repo,
         username=username,
+        tag_list=tag_list,
+        tags=tags,
         requests=requests,
         open_cnt=open_cnt,
         merged_cnt=merged_cnt,