diff --git a/Dockerfile.dev b/Dockerfile.dev
index dc04efe56fb4d..322c63f53dd8e 100644
--- a/Dockerfile.dev
+++ b/Dockerfile.dev
@@ -18,6 +18,7 @@ RUN \
         libavfilter-dev \
         libpcap-dev \
         libturbojpeg0 \
+        libxml2 \
         git \
         cmake \
     && apt-get clean \
diff --git a/homeassistant/components/scrape/manifest.json b/homeassistant/components/scrape/manifest.json
index bf5865206e4d6..b1ccbb354a9d7 100644
--- a/homeassistant/components/scrape/manifest.json
+++ b/homeassistant/components/scrape/manifest.json
@@ -2,7 +2,7 @@
   "domain": "scrape",
   "name": "Scrape",
   "documentation": "https://www.home-assistant.io/integrations/scrape",
-  "requirements": ["beautifulsoup4==4.11.1"],
+  "requirements": ["beautifulsoup4==4.11.1", "lxml==4.8.0"],
   "after_dependencies": ["rest"],
   "codeowners": ["@fabaff"],
   "iot_class": "cloud_polling"
diff --git a/homeassistant/components/scrape/sensor.py b/homeassistant/components/scrape/sensor.py
index 8f2a672ef06ab..e15f7c5ba9731 100644
--- a/homeassistant/components/scrape/sensor.py
+++ b/homeassistant/components/scrape/sensor.py
@@ -154,7 +154,7 @@ def __init__(
 
     def _extract_value(self) -> Any:
         """Parse the html extraction in the executor."""
-        raw_data = BeautifulSoup(self.rest.data, "html.parser")
+        raw_data = BeautifulSoup(self.rest.data, "lxml")
         _LOGGER.debug(raw_data)
 
         try:
diff --git a/requirements_all.txt b/requirements_all.txt
index a331efde6c21b..dd808efa0bd28 100644
--- a/requirements_all.txt
+++ b/requirements_all.txt
@@ -974,6 +974,9 @@ lupupy==0.0.24
 # homeassistant.components.lw12wifi
 lw12==0.9.2
 
+# homeassistant.components.scrape
+lxml==4.8.0
+
 # homeassistant.components.nmap_tracker
 mac-vendor-lookup==0.1.11
 
diff --git a/requirements_test_all.txt b/requirements_test_all.txt
index 67bba2141d578..26f1c86d1afcf 100644
--- a/requirements_test_all.txt
+++ b/requirements_test_all.txt
@@ -663,6 +663,9 @@ lru-dict==1.1.7
 # homeassistant.components.luftdaten
 luftdaten==0.7.2
 
+# homeassistant.components.scrape
+lxml==4.8.0
+
 # homeassistant.components.nmap_tracker
 mac-vendor-lookup==0.1.11