diff --git a/import_tracker/setup_tools.py b/import_tracker/setup_tools.py
index d475075..6e1fc4b 100644
--- a/import_tracker/setup_tools.py
+++ b/import_tracker/setup_tools.py
@@ -19,12 +19,14 @@
     get_tracked_modules,
 )
 
-# Regex for parsing requirements
-req_split_expr = re.compile(r"[=><!~\[]")
-
 # Shared logger
 log = logging.getLogger("SETUP")
 
+# Regex for parsing requirements
+_REQ_SPLIT_EXPR = re.compile(r"[=><!~\[]")
+
+_ALL_GROUP = "all"
+
 
 def _map_requirements(declared_dependencies, dependency_set):
     """Given the declared dependencies from requirements.txt and the given
@@ -66,7 +68,7 @@ def parse_requirements(
     # Load all requirements from the requirements file
     with open(requirements_file, "r") as handle:
         requirements = {
-            _standardize_package_name(req_split_expr.split(line, 1)[0]): line.strip()
+            _standardize_package_name(_REQ_SPLIT_EXPR.split(line, 1)[0]): line.strip()
             for line in handle.readlines()
             if line.strip() and not line.startswith("#")
         }
@@ -118,6 +120,13 @@ def parse_requirements(
     )
     common_imports = common_imports.union(missing_reqs)
 
+    # Add a special "all" group to the extras_require that will install all deps
+    # needed for all extras
+    if _ALL_GROUP not in extras_require_sets:
+        all_reqs = all_tracked_requirements.union(missing_reqs)
+        log.debug("Adding [%s] requirement group: %s", _ALL_GROUP, all_reqs)
+        extras_require_sets[_ALL_GROUP] = all_reqs
+
     # Map all dependencies through those listed in requirements.txt
     standardized_requirements = {
         key.replace("-", "_"): val for key, val in requirements.items()
diff --git a/test/test_setup_tools.py b/test/test_setup_tools.py
index 171a21c..3aab6e3 100644
--- a/test/test_setup_tools.py
+++ b/test/test_setup_tools.py
@@ -42,6 +42,7 @@ def test_parse_requirements_happy():
             "submod3": sorted(["PyYaml >= 6.0", "alchemy-logging>=1.0.3"]),
             "submod1": sorted(["conditional_deps"]),
             "submod2": sorted(["alchemy-logging>=1.0.3"]),
+            "all": sorted(sample_lib_requirements),
         }
 
 
@@ -52,17 +53,19 @@ def test_parse_requirements_add_untracked_reqs():
     with tempfile.NamedTemporaryFile("w") as requirements_file:
         # Make a requirements file with an extra entry
         extra_req = "something-ElSe[extras]~=1.2.3"
-        requirements_file.write("\n".join(sample_lib_requirements + [extra_req]))
+        reqs = sample_lib_requirements + [extra_req]
+        requirements_file.write("\n".join(reqs))
         requirements_file.flush()
 
         # Parse the reqs for "sample_lib"
-        requirements, _ = parse_requirements(
+        requirements, extras_require = parse_requirements(
             requirements_file.name,
             "sample_lib",
         )
 
         # Make sure the extra requirement was added
-        extra_req in requirements
+        assert extra_req in requirements
+        assert extras_require["all"] == sorted(reqs)
 
 
 def test_parse_requirements_missing_import_tracker():