diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4d8ef038..d08a3f7c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,9 @@
 # Changelog
 
+## 2.8.2
+
+- Add support to run r applications with plumber and shiny
+
 ## 2.8.1
 
 - Automatically create `.storage` folder when it does not exist
diff --git a/python/hal9/run.py b/python/hal9/run.py
index fd693795..c7a9b0a9 100644
--- a/python/hal9/run.py
+++ b/python/hal9/run.py
@@ -3,6 +3,8 @@
 from hal9.runtimes.image import run as run_image
 from hal9.runtimes.python import run as run_python
 from hal9.runtimes.chainlit import run as run_chainlit
+from hal9.runtimes.r import run as run_r
+from hal9.runtimes.plumber import run as run_plumber
 
 runtime_types = {
   "python": run_python,
@@ -10,6 +12,9 @@
   "jpg": run_image,
   "png": run_image,
   "chainlit": run_chainlit,
+  "r": run_r,
+  "shiny": run_r,
+  "plumber": run_plumber,
 }
 
 def run(path :str, source :str = "app.py", runtime :str = "python", port :str = "8080") -> str:
diff --git a/python/hal9/runtimes/plumber.py b/python/hal9/runtimes/plumber.py
new file mode 100644
index 00000000..ca9cbf01
--- /dev/null
+++ b/python/hal9/runtimes/plumber.py
@@ -0,0 +1,8 @@
+import subprocess
+from pathlib import Path
+
+def run(source_path :Path, port :str):
+  code = f"library(plumber);pr_run(pr('{source_path}'), port={port})"
+  command = ['Rscript', '-e', code]
+  with subprocess.Popen(command) as proc:
+    proc.wait()
diff --git a/python/hal9/runtimes/r.py b/python/hal9/runtimes/r.py
new file mode 100644
index 00000000..b84e14e7
--- /dev/null
+++ b/python/hal9/runtimes/r.py
@@ -0,0 +1,15 @@
+import subprocess
+from pathlib import Path
+
+def run(source_path :Path, port :str):
+  rprofile_content = f"""
+options(shiny.port = {port})
+"""
+
+  rprofile_path = Path.cwd() / ".Rprofile"
+  with open(rprofile_path, "w") as rprofile_file:
+    rprofile_file.write(rprofile_content)
+
+  command = ['Rscript', source_path]
+  with subprocess.Popen(command) as proc:
+    proc.wait()
diff --git a/python/pyproject.toml b/python/pyproject.toml
index 716da93e..30f7dc48 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "hal9"
-version = "2.8.1"
+version = "2.8.2"
 description = ""
 authors = ["Javier Luraschi <javier@hal9.ai>"]
 readme = "README.md"