diff --git a/application/controllers/GraphController.php b/application/controllers/GraphController.php
new file mode 100644
index 0000000..d50cba2
--- /dev/null
+++ b/application/controllers/GraphController.php
@@ -0,0 +1,117 @@
+<?php
+
+namespace Icinga\Module\Graphite\Controllers;
+
+use Icinga\Exception\Http\HttpBadRequestException;
+use Icinga\Exception\Http\HttpNotFoundException;
+use Icinga\Module\Graphite\GraphiteQuery;
+use Icinga\Module\Graphite\GraphTemplate;
+use Icinga\Module\Graphite\Web\Widget\GraphsTrait;
+use Icinga\Web\Controller;
+use Icinga\Web\UrlParams;
+
+class GraphController extends Controller
+{
+    use GraphsTrait;
+
+    /**
+     * The URL parameters for graph sizing
+     *
+     * @var string[]
+     */
+    protected $geometryParamsNames = ['start', 'end', 'width', 'height', 'legend'];
+
+    /**
+     * Whether we supply a service's graph
+     *
+     * @var bool
+     */
+    protected $service = true;
+
+    /**
+     * The URL parameters for metrics filtering
+     *
+     * @var UrlParams
+     */
+    protected $filterParams;
+
+    /**
+     * The URL parameters for graph sizing
+     *
+     * @var string[string]
+     */
+    protected $geometryParams = [];
+
+    public function hostAction()
+    {
+        $this->service = false;
+
+        $this->supplyImage();
+    }
+
+    public function serviceAction()
+    {
+        $this->supplyImage();
+    }
+
+    /**
+     * Do all monitored object type independend actions
+     */
+    protected function supplyImage()
+    {
+        $this->filterParams = clone $this->getRequest()->getUrl()->getParams();
+
+        foreach ($this->geometryParamsNames as $paramName) {
+            $this->geometryParams[$paramName] = $this->filterParams->shift($paramName);
+        }
+
+        $this->collectTemplates();
+        $this->collectGraphiteQueries();
+
+        $charts = [];
+        foreach ($this->graphiteQueries as $templateName => $graphiteQuery) {
+            /** @var GraphiteQuery $graphiteQuery */
+
+            $charts = array_merge($charts, $graphiteQuery->getImages($this->templates[$templateName]));
+            if (count($charts) > 1) {
+                throw new HttpBadRequestException('%s', $this->translate(
+                    'Graphite Web yields more than one metric for the given filter.'
+                    . ' Please specify a more precise filter.'
+                ));
+            }
+        }
+
+        if (empty($charts)) {
+            throw new HttpNotFoundException('%s', $this->translate('No such graph'));
+        }
+
+        $image = $charts[0]
+            ->setStart($this->geometryParams['start'])
+            ->setUntil($this->geometryParams['end'])
+            ->setWidth($this->geometryParams['width'])
+            ->setHeight($this->geometryParams['height'])
+            ->showLegend((bool) $this->geometryParams['legend'])
+            ->fetchImage();
+
+        $this->_helper->layout()->disableLayout();
+
+        header('Content-Type: image/png');
+        header('Content-Disposition: inline; filename="graph.png"');
+        echo $image;
+        exit;
+    }
+
+    protected function includeTemplate(GraphTemplate $template)
+    {
+        return (strpos($template->getFilterString(), '$service') !== false) === $this->service;
+    }
+
+    protected function filterGraphiteQuery(GraphiteQuery $query)
+    {
+        foreach ($this->filterParams->toArray() as list($key, $value)) {
+            $query->where($key, $value);
+        }
+
+        return $query;
+    }
+}
diff --git a/application/controllers/ShowController.php b/application/controllers/ShowController.php
index efdfdc2..5f6aabf 100644
--- a/application/controllers/ShowController.php
+++ b/application/controllers/ShowController.php
@@ -40,39 +40,6 @@ class ShowController extends Controller
         $this->params->shift('r');
     }
 
-    public function graphAction()
-    {
-        $template = $this->loadTemplate();
-        $title = $template->getTitle();
-        if (false === strpos($title, '$')) {
-            $template->setTitle('$hostname');
-        } else {
-            if (false === strpos($title, '$hostname')) {
-                $template->setTitle('$hostname: ' . $template->getTitle());
-            }
-        }
-
-        $query = $this->graphiteWeb
-            ->select()
-            ->from(
-                $template->getFilterString()
-            );
-
-        foreach ($this->params->toArray() as $val) {
-            $query->where($val[0], urldecode($val[1]));
-        }
-
-        $img = $this->applyGraphParams(current($query->getImages($template)))
-            ->showLegend(false);
-        
-        $this->_helper->layout()->disableLayout();
-
-        $image = $img->fetchImage();
-        header('Content-Type: image/png');
-        echo $image;
-        exit;
-    }
-
     protected function loadTemplate()
     {
         $this->handleTemplateParams();
@@ -160,7 +127,7 @@ class ShowController extends Controller
                     $params->add('disabled', $key);
                 }
             }
-            
+
             $this->redirectNow($url);
         }
     }
diff --git a/library/Graphite/Web/Widget/Graphs.php b/library/Graphite/Web/Widget/Graphs.php
index fabb210..4825be6 100644
--- a/library/Graphite/Web/Widget/Graphs.php
+++ b/library/Graphite/Web/Widget/Graphs.php
@@ -5,36 +5,20 @@ namespace Icinga\Module\Graphite\Web\Widget;
 use Icinga\Application\Icinga;
 use Icinga\Module\Graphite\Forms\TimeRangePicker\TimeRangePickerTrait;
 use Icinga\Module\Graphite\GraphiteQuery;
-use Icinga\Module\Graphite\GraphiteWeb;
-use Icinga\Module\Graphite\GraphiteWebClient;
-use Icinga\Module\Graphite\GraphTemplate;
-use Icinga\Module\Graphite\TemplateSet;
-use Icinga\Module\Graphite\TemplateStore;
+use Icinga\Module\Graphite\GraphiteUtil;
 use Icinga\Module\Graphite\Web\Widget\Graphs\Host as HostGraphs;
 use Icinga\Module\Graphite\Web\Widget\Graphs\Service as ServiceGraphs;
 use Icinga\Module\Monitoring\Object\Host;
 use Icinga\Module\Monitoring\Object\MonitoredObject;
 use Icinga\Module\Monitoring\Object\Service;
 use Icinga\Web\Request;
-use Icinga\Web\UrlParams;
+use Icinga\Web\Url;
 use Icinga\Web\View;
 use Icinga\Web\Widget\AbstractWidget;
 
 abstract class Graphs extends AbstractWidget
 {
-    /**
-     * [$setName => $set]
-     *
-     * @var TemplateSet[string]
-     */
-    protected static $templateSets;
-
-    /**
-     * [$setName => [$templateName => $template]]
-     *
-     * @var GraphTemplate[string][string]
-     */
-    protected static $allTemplates = [];
+    use GraphsTrait;
 
     /**
      * Graph image width
@@ -78,12 +62,7 @@ abstract class Graphs extends AbstractWidget
      *
      * @var string[string][string]
      */
-    protected $images;
-
-    /**
-     * @var GraphTemplate[string]
-     */
-    protected $templates;
+    protected $images = [];
 
     /**
      * Factory, based on the given object
@@ -132,22 +111,20 @@ abstract class Graphs extends AbstractWidget
         $rendered = '';
 
         foreach ($this->images as $type => $images) {
-            if (count($images) > 0) {
-                $rendered .= '<div class="images">';
+            $rendered .= '<div class="images">';
 
-                if (! $this->compact) {
-                    $rendered .= "<h3>{$view->escape(ucfirst($type))}</h3>{$view->partial(
-                        'show/legend.phtml',
-                        ['template' => $this->templates[$type]]
-                    )}";
-                }
-
-                foreach ($images as $title => $url) {
-                    $rendered .= "<img src=\"$url\" class=\"graphiteImg\" alt=\"\" width=\"$this->width\" height=\"$this->height\" />";
-                }
-
-                $rendered .= '</div>';
+            if (! $this->compact) {
+                $rendered .= "<h3>{$view->escape(ucfirst($type))}</h3>{$view->partial(
+                    'show/legend.phtml',
+                    ['template' => $this->templates[$type]]
+                )}";
             }
+
+            foreach ($images as $url) {
+                $rendered .= "<img src=\"$url\" class=\"graphiteImg\" alt=\"\" width=\"$this->width\" height=\"$this->height\" />";
+            }
+
+            $rendered .= '</div>';
         }
 
         return $rendered ?: "<p>{$view->escape($view->translate('No graphs found'))}</p>";
@@ -186,75 +163,35 @@ abstract class Graphs extends AbstractWidget
     }
 
     /**
-     * Initialize {@link templates}
+     * Initialize {@link images}
      */
-    protected function collectTemplates()
+    protected function collectImages()
     {
-        if (static::$templateSets === null) {
-            static::$templateSets = (new TemplateStore())->loadTemplateSets();
-        }
+        $this->collectGraphiteQueries();
+        $imageBaseUrl = $this->getImageBaseUrl();
 
-        foreach (static::$templateSets as $setname => $set) {
-            /** @var TemplateSet $set */
+        foreach ($this->graphiteQueries as $templateName => $graphiteQuery) {
+            /** @var GraphiteQuery $graphiteQuery */
 
-            if (array_key_exists('icingaHost', $set->getBasePatterns())) {
-                if (! isset(static::$allTemplates[$setname])) {
-                    static::$allTemplates[$setname] = $set->loadTemplates();
-                }
+            $searchPattern = $graphiteQuery->getSearchPattern();
 
-                foreach (static::$allTemplates[$setname] as $templateName => $template) {
-                    /** @var GraphTemplate $template */
-
-                    if ($this->includeTemplate($template)) {
-                        $this->templates[$templateName] = $template;
-                    }
-                }
+            foreach ($graphiteQuery->listMetrics() as $metric) {
+                $this->images[$templateName][] = $imageBaseUrl
+                    ->with(GraphiteUtil::extractVars($metric, $searchPattern))
+                    ->setParam('start', $this->start)
+                    ->setParam('end', $this->end)
+                    ->setParam('width', $this->width)
+                    ->setParam('height', $this->height);
             }
         }
     }
 
     /**
-     * Initialize {@link images}
+     * Get the base URL to a graph specifying just the monitored object kind
+     *
+     * @return Url
      */
-    protected function collectImages()
-    {
-        $graphiteWeb = new GraphiteWeb(GraphiteWebClient::getInstance());
-        foreach ($this->templates as $templateName => $template) {
-            /** @var GraphTemplate $template */
-
-            $this->images[$templateName] = $this->filterGraphiteQuery(
-                $graphiteWeb->select()->from($template->getFilterString())
-            )
-                ->getWrappedImageLinks(
-                    $template,
-                    TimeRangePickerTrait::copyAllRangeParameters(
-                        (new UrlParams())
-                            ->set('template', $templateName)
-                            ->set('start', $this->start)
-                            ->set('width', $this->width)
-                            ->set('height', $this->height)
-                    )
-                );
-        }
-    }
-
-    /**
-     * Add filters to the given query so that only specific graphs are shown
-     *
-     * @param   GraphiteQuery   $query
-     *
-     * @return  GraphiteQuery           The given query
-     */
-    abstract protected function filterGraphiteQuery(GraphiteQuery $query);
-
-    /**
-     * Return whether to use the given template
-     *
-     * @param   GraphTemplate   $template
-     *
-     * @return  bool
-     */
-    abstract protected function includeTemplate(GraphTemplate $template);
+    abstract protected function getImageBaseUrl();
 
     /**
      * Get {@link compact}
diff --git a/library/Graphite/Web/Widget/Graphs/Host.php b/library/Graphite/Web/Widget/Graphs/Host.php
index 91c387b..fd16b63 100644
--- a/library/Graphite/Web/Widget/Graphs/Host.php
+++ b/library/Graphite/Web/Widget/Graphs/Host.php
@@ -5,6 +5,7 @@ namespace Icinga\Module\Graphite\Web\Widget\Graphs;
 use Icinga\Module\Graphite\GraphiteQuery;
 use Icinga\Module\Graphite\GraphTemplate;
 use Icinga\Module\Graphite\Web\Widget\Graphs;
+use Icinga\Web\Url;
 
 class Host extends Graphs
 {
@@ -34,4 +35,9 @@ class Host extends Graphs
     {
         return strpos($template->getFilterString(), '$service') === false;
     }
+
+    protected function getImageBaseUrl()
+    {
+        return Url::fromPath('graphite/graph/host');
+    }
 }
diff --git a/library/Graphite/Web/Widget/Graphs/Service.php b/library/Graphite/Web/Widget/Graphs/Service.php
index 8aafb2a..a35ec9d 100644
--- a/library/Graphite/Web/Widget/Graphs/Service.php
+++ b/library/Graphite/Web/Widget/Graphs/Service.php
@@ -5,6 +5,7 @@ namespace Icinga\Module\Graphite\Web\Widget\Graphs;
 use Icinga\Module\Graphite\GraphiteQuery;
 use Icinga\Module\Graphite\GraphTemplate;
 use Icinga\Module\Graphite\Web\Widget\Graphs;
+use Icinga\Web\Url;
 
 class Service extends Graphs
 {
@@ -45,4 +46,9 @@ class Service extends Graphs
     {
         return strpos($template->getFilterString(), '$service') !== false;
     }
+
+    protected function getImageBaseUrl()
+    {
+        return Url::fromPath('graphite/graph/service');
+    }
 }
diff --git a/library/Graphite/Web/Widget/GraphsTrait.php b/library/Graphite/Web/Widget/GraphsTrait.php
new file mode 100644
index 0000000..f94fb21
--- /dev/null
+++ b/library/Graphite/Web/Widget/GraphsTrait.php
@@ -0,0 +1,98 @@
+<?php
+
+namespace Icinga\Module\Graphite\Web\Widget;
+
+use Icinga\Module\Graphite\GraphiteQuery;
+use Icinga\Module\Graphite\GraphiteWeb;
+use Icinga\Module\Graphite\GraphiteWebClient;
+use Icinga\Module\Graphite\GraphTemplate;
+use Icinga\Module\Graphite\TemplateSet;
+use Icinga\Module\Graphite\TemplateStore;
+
+trait GraphsTrait
+{
+    /**
+     * [$setName => $set]
+     *
+     * @var TemplateSet[string]
+     */
+    protected static $templateSets;
+
+    /**
+     * [$setName => [$templateName => $template]]
+     *
+     * @var GraphTemplate[string][string]
+     */
+    protected static $allTemplates = [];
+
+    /**
+     * @var GraphTemplate[string]
+     */
+    protected $templates;
+
+    /**
+     * @var GraphiteQuery[string]
+     */
+    protected $graphiteQueries;
+
+    /**
+     * Initialize {@link templates}
+     */
+    protected function collectTemplates()
+    {
+        if (static::$templateSets === null) {
+            static::$templateSets = (new TemplateStore())->loadTemplateSets();
+        }
+
+        foreach (static::$templateSets as $setname => $set) {
+            /** @var TemplateSet $set */
+
+            if (array_key_exists('icingaHost', $set->getBasePatterns())) {
+                if (! isset(static::$allTemplates[$setname])) {
+                    static::$allTemplates[$setname] = $set->loadTemplates();
+                }
+
+                foreach (static::$allTemplates[$setname] as $templateName => $template) {
+                    /** @var GraphTemplate $template */
+
+                    if ($this->includeTemplate($template)) {
+                        $this->templates[$templateName] = $template;
+                    }
+                }
+            }
+        }
+    }
+
+    /**
+     * Initialize {@link graphiteQueries}
+     */
+    protected function collectGraphiteQueries()
+    {
+        $graphiteWeb = new GraphiteWeb(GraphiteWebClient::getInstance());
+        foreach ($this->templates as $templateName => $template) {
+            /** @var GraphTemplate $template */
+
+            $this->graphiteQueries[$templateName] = $this->filterGraphiteQuery(
+                $graphiteWeb->select()->from($template->getFilterString())
+            );
+        }
+    }
+
+    /**
+     * Return whether to use the given template
+     *
+     * @param   GraphTemplate   $template
+     *
+     * @return  bool
+     */
+    abstract protected function includeTemplate(GraphTemplate $template);
+
+    /**
+     * Add filters to the given query so that only specific graphs are shown
+     *
+     * @param   GraphiteQuery   $query
+     *
+     * @return  GraphiteQuery           The given query
+     */
+    abstract protected function filterGraphiteQuery(GraphiteQuery $query);
+}