diff --git a/.changeset/many-books-refuse.md b/.changeset/many-books-refuse.md
new file mode 100644
index 0000000000..8455254439
--- /dev/null
+++ b/.changeset/many-books-refuse.md
@@ -0,0 +1,5 @@
+---
+'@backstage/plugin-catalog': patch
+---
+
+Add `EntityLabelsCard` to show the labels for an entity.
diff --git a/packages/app/src/components/catalog/EntityPage.tsx b/packages/app/src/components/catalog/EntityPage.tsx
index 02b00f038c..3566800f0b 100644
--- a/packages/app/src/components/catalog/EntityPage.tsx
+++ b/packages/app/src/components/catalog/EntityPage.tsx
@@ -52,6 +52,7 @@ import {
   EntityHasSystemsCard,
   EntityLayout,
   EntityLinksCard,
+  EntityLabelsCard,
   EntityOrphanWarning,
   EntityProcessingErrorsPanel,
   EntitySwitch,
@@ -59,6 +60,7 @@ import {
   isComponentType,
   isKind,
   isOrphan,
+  hasLabels,
 } from '@internal/plugin-catalog-customized';
 import {
   Direction,
@@ -364,6 +366,14 @@ const overviewContent = (
       <EntityLinksCard />
     </Grid>
 
+    <EntitySwitch>
+      <EntitySwitch.Case if={hasLabels}>
+        <Grid item md={4} xs={12}>
+          <EntityLabelsCard />
+        </Grid>
+      </EntitySwitch.Case>
+    </EntitySwitch>
+
     {cicdCard}
 
     <EntitySwitch>
diff --git a/packages/catalog-model/examples/components/shuffle-api-component.yaml b/packages/catalog-model/examples/components/shuffle-api-component.yaml
index 6328ebdf3b..afac3d472d 100644
--- a/packages/catalog-model/examples/components/shuffle-api-component.yaml
+++ b/packages/catalog-model/examples/components/shuffle-api-component.yaml
@@ -3,6 +3,9 @@ kind: Component
 metadata:
   name: shuffle-api
   description: Shuffle API
+  labels:
+    goVersion: go1.15.3
+    category: music
   tags:
     - go
 spec:
diff --git a/plugins/catalog/api-report.md b/plugins/catalog/api-report.md
index 74f64882a8..82df851239 100644
--- a/plugins/catalog/api-report.md
+++ b/plugins/catalog/api-report.md
@@ -277,6 +277,17 @@ export const EntityHasSubcomponentsCard: (
 // @public (undocumented)
 export const EntityHasSystemsCard: (props: HasSystemsCardProps) => JSX.Element;
 
+// @public (undocumented)
+export const EntityLabelsCard: (props: EntityLabelsCardProps) => JSX.Element;
+
+// @public (undocumented)
+export interface EntityLabelsCardProps {
+  // (undocumented)
+  title?: string;
+  // (undocumented)
+  variant?: InfoCardVariants;
+}
+
 // @public
 export const EntityLayout: {
   (props: EntityLayoutProps): JSX.Element;
@@ -385,6 +396,9 @@ export interface HasComponentsCardProps {
   variant?: InfoCardVariants;
 }
 
+// @public
+export function hasLabels(entity: Entity): boolean;
+
 // @public (undocumented)
 export interface HasResourcesCardProps {
   // (undocumented)
diff --git a/plugins/catalog/src/components/EntityLabelsCard/EntityLabelsCard.tsx b/plugins/catalog/src/components/EntityLabelsCard/EntityLabelsCard.tsx
new file mode 100644
index 0000000000..500c651cc0
--- /dev/null
+++ b/plugins/catalog/src/components/EntityLabelsCard/EntityLabelsCard.tsx
@@ -0,0 +1,87 @@
+/*
+ * Copyright 2022 The Backstage Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import { useEntity } from '@backstage/plugin-catalog-react';
+import React from 'react';
+import {
+  InfoCard,
+  InfoCardVariants,
+  Table,
+  TableColumn,
+} from '@backstage/core-components';
+import { EntityLabelsEmptyState } from './EntityLabelsEmptyState';
+import { makeStyles, Typography } from '@material-ui/core';
+
+/** @public */
+export interface EntityLabelsCardProps {
+  variant?: InfoCardVariants;
+  title?: string;
+}
+
+const useStyles = makeStyles(_ => ({
+  key: {
+    fontWeight: 'bold',
+  },
+}));
+
+export const EntityLabelsCard = (props: EntityLabelsCardProps) => {
+  const { variant, title } = props;
+  const { entity } = useEntity();
+  const classes = useStyles();
+
+  const columns: TableColumn<{ key: string; value: string }>[] = [
+    {
+      render: row => {
+        return (
+          <Typography className={classes.key} variant="body2">
+            {row.key}
+          </Typography>
+        );
+      },
+    },
+    {
+      field: 'value',
+    },
+  ];
+
+  const labels = entity?.metadata?.labels;
+
+  return (
+    <InfoCard title={title || 'Labels'} variant={variant}>
+      {!labels || Object.keys(labels).length === 0 ? (
+        <EntityLabelsEmptyState />
+      ) : (
+        <Table
+          columns={columns}
+          data={Object.keys(labels).map(labelKey => ({
+            key: labelKey,
+            value: labels[labelKey],
+          }))}
+          options={{
+            search: false,
+            showTitle: true,
+            loadingType: 'linear',
+            header: false,
+            padding: 'dense',
+            pageSize: 5,
+            toolbar: false,
+            paging: Object.keys(labels).length > 5,
+          }}
+        />
+      )}
+    </InfoCard>
+  );
+};
diff --git a/plugins/catalog/src/components/EntityLabelsCard/EntityLabelsEmptyState.tsx b/plugins/catalog/src/components/EntityLabelsCard/EntityLabelsEmptyState.tsx
new file mode 100644
index 0000000000..a875f542a7
--- /dev/null
+++ b/plugins/catalog/src/components/EntityLabelsCard/EntityLabelsEmptyState.tsx
@@ -0,0 +1,66 @@
+/*
+ * Copyright 2020 The Backstage Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import { BackstageTheme } from '@backstage/theme';
+import { Button, makeStyles, Typography } from '@material-ui/core';
+import React from 'react';
+import { CodeSnippet } from '@backstage/core-components';
+
+const ENTITY_YAML = `metadata:
+  name: example
+  labels:
+    javaVersion: 1.2.3`;
+
+const useStyles = makeStyles<BackstageTheme>(
+  theme => ({
+    code: {
+      borderRadius: 6,
+      margin: `${theme.spacing(2)}px 0px`,
+      background: theme.palette.type === 'dark' ? '#444' : '#fff',
+    },
+  }),
+  { name: 'PluginCatalogEntityLabelsEmptyState' },
+);
+
+export function EntityLabelsEmptyState() {
+  const classes = useStyles();
+
+  return (
+    <>
+      <Typography variant="body1">
+        No labels defined for this entity. You can add labels to your entity
+        YAML as shown in the highlighted example below:
+      </Typography>
+      <div className={classes.code}>
+        <CodeSnippet
+          text={ENTITY_YAML}
+          language="yaml"
+          showLineNumbers
+          highlightedNumbers={[3, 4, 5, 6]}
+          customStyle={{ background: 'inherit', fontSize: '115%' }}
+        />
+      </div>
+      <Button
+        variant="contained"
+        color="primary"
+        target="_blank"
+        href="https://backstage.io/docs/features/software-catalog/descriptor-format#labels-optional"
+      >
+        Read more
+      </Button>
+    </>
+  );
+}
diff --git a/plugins/catalog/src/components/EntityLabelsCard/conditions.ts b/plugins/catalog/src/components/EntityLabelsCard/conditions.ts
new file mode 100644
index 0000000000..fb4678cded
--- /dev/null
+++ b/plugins/catalog/src/components/EntityLabelsCard/conditions.ts
@@ -0,0 +1,29 @@
+/*
+ * Copyright 2023 The Backstage Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import { Entity } from '@backstage/catalog-model';
+
+/**
+ * Returns true if the given entity has labels annotation given by the
+ * catalog. For use by EntitySwitch
+ *
+ * @public
+ */
+export function hasLabels(entity: Entity) {
+  return entity?.metadata?.labels
+    ? Object.keys(entity?.metadata?.labels).some(Boolean)
+    : false;
+}
diff --git a/plugins/catalog/src/components/EntityLabelsCard/index.ts b/plugins/catalog/src/components/EntityLabelsCard/index.ts
new file mode 100644
index 0000000000..870819f9a7
--- /dev/null
+++ b/plugins/catalog/src/components/EntityLabelsCard/index.ts
@@ -0,0 +1,19 @@
+/*
+ * Copyright 2022 The Backstage Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+export { EntityLabelsCard } from './EntityLabelsCard';
+export * from './conditions';
+export type { EntityLabelsCardProps } from './EntityLabelsCard';
diff --git a/plugins/catalog/src/index.ts b/plugins/catalog/src/index.ts
index 886039e329..7de332cf51 100644
--- a/plugins/catalog/src/index.ts
+++ b/plugins/catalog/src/index.ts
@@ -37,6 +37,7 @@ export * from './components/EntityProcessingErrorsPanel';
 export * from './components/EntitySwitch';
 export * from './components/FilteredEntityLayout';
 export * from './overridableComponents';
+export * from './components/EntityLabelsCard';
 export {
   CatalogEntityPage,
   CatalogIndexPage,
@@ -50,6 +51,7 @@ export {
   EntityHasSubcomponentsCard,
   EntityHasSystemsCard,
   EntityLinksCard,
+  EntityLabelsCard,
   RelatedEntitiesCard,
 } from './plugin';
 
diff --git a/plugins/catalog/src/plugin.ts b/plugins/catalog/src/plugin.ts
index 5419854cb6..c83657b85a 100644
--- a/plugins/catalog/src/plugin.ts
+++ b/plugins/catalog/src/plugin.ts
@@ -126,6 +126,17 @@ export const EntityLinksCard = catalogPlugin.provide(
   }),
 );
 
+/** @public */
+export const EntityLabelsCard = catalogPlugin.provide(
+  createComponentExtension({
+    name: 'EntityLabelsCard',
+    component: {
+      lazy: () =>
+        import('./components/EntityLabelsCard').then(m => m.EntityLabelsCard),
+    },
+  }),
+);
+
 /** @public */
 export const EntityHasSystemsCard: (props: HasSystemsCardProps) => JSX.Element =
   catalogPlugin.provide(