diff --git a/MANIFEST.in b/MANIFEST.in
index 226626ef5..5099b94cc 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,3 +1,3 @@
 include fastentrypoints.py
 include LICENSE
-include test_requirements.txt
+recursive-include requirements *.txt
diff --git a/requirements/azure.txt b/requirements/azure.txt
new file mode 100644
index 000000000..1bd6d816d
--- /dev/null
+++ b/requirements/azure.txt
@@ -0,0 +1,3 @@
+adlfs==2021.8.2
+azure-identity>=1.4.0
+knack
diff --git a/requirements/gdrive.txt b/requirements/gdrive.txt
new file mode 100644
index 000000000..e5e8ee184
--- /dev/null
+++ b/requirements/gdrive.txt
@@ -0,0 +1 @@
+pydrive2[fsspec]>=1.9.2
diff --git a/requirements/gs.txt b/requirements/gs.txt
new file mode 100644
index 000000000..4616d9a0f
--- /dev/null
+++ b/requirements/gs.txt
@@ -0,0 +1 @@
+gcsfs==2021.8.1
diff --git a/requirements/hdfs.txt b/requirements/hdfs.txt
new file mode 100644
index 000000000..06b8ec737
--- /dev/null
+++ b/requirements/hdfs.txt
@@ -0,0 +1 @@
+pyarrow>=2.0.0; python_version < '3.10'
diff --git a/requirements/oss.txt b/requirements/oss.txt
new file mode 100644
index 000000000..92e507ee2
--- /dev/null
+++ b/requirements/oss.txt
@@ -0,0 +1 @@
+ossfs==2021.8.0
diff --git a/requirements/s3.txt b/requirements/s3.txt
new file mode 100644
index 000000000..495ee8285
--- /dev/null
+++ b/requirements/s3.txt
@@ -0,0 +1,2 @@
+s3fs==2021.8.1
+aiobotocore[boto3]>1.0.1
diff --git a/requirements/ssh.txt b/requirements/ssh.txt
new file mode 100644
index 000000000..c6238d7b3
--- /dev/null
+++ b/requirements/ssh.txt
@@ -0,0 +1 @@
+sshfs>=2021.8.1
diff --git a/requirements/ssh_gssapi.txt b/requirements/ssh_gssapi.txt
new file mode 100644
index 000000000..6345c0896
--- /dev/null
+++ b/requirements/ssh_gssapi.txt
@@ -0,0 +1 @@
+sshfs[gssapi]>=2021.8.1
diff --git a/requirements/terraform.txt b/requirements/terraform.txt
new file mode 100644
index 000000000..a7bbfa0e7
--- /dev/null
+++ b/requirements/terraform.txt
@@ -0,0 +1 @@
+tpi[ssh]>=0.0.0
diff --git a/test_requirements.txt b/requirements/tests.txt
similarity index 100%
rename from test_requirements.txt
rename to requirements/tests.txt
diff --git a/requirements/webdav.txt b/requirements/webdav.txt
new file mode 100644
index 000000000..e5c592334
--- /dev/null
+++ b/requirements/webdav.txt
@@ -0,0 +1 @@
+webdav4>=0.9.1
diff --git a/requirements/webhdfs.txt b/requirements/webhdfs.txt
new file mode 100644
index 000000000..bf50d1a6a
--- /dev/null
+++ b/requirements/webhdfs.txt
@@ -0,0 +1 @@
+hdfs==2.5.8
diff --git a/setup.py b/setup.py
index bede25d4a..294ce3765 100644
--- a/setup.py
+++ b/setup.py
@@ -97,29 +97,22 @@ install_requires = [
 
 
 # Extra dependencies for remote integrations
+extra_requirements = {
+    path.stem: path.read_text().strip().splitlines()
+    for path in Path("requirements").glob("*.txt")
+}
 
-gs = ["gcsfs==2021.8.1"]
-gdrive = ["pydrive2[fsspec]>=1.9.2"]
-s3 = ["s3fs==2021.8.1", "aiobotocore[boto3]>1.0.1"]
-azure = ["adlfs==2021.8.2", "azure-identity>=1.4.0", "knack"]
-oss = ["ossfs==2021.8.0"]
-ssh = ["sshfs>=2021.8.1"]
-
-hdfs = ["pyarrow>=2.0.0; python_version < '3.10'"]
-webhdfs = ["hdfs==2.5.8"]
-webdav = ["webdav4>=0.9.1"]
 # gssapi should not be included in all_remotes, because it doesn't have wheels
 # for linux and mac, so it will fail to compile if user doesn't have all the
 # requirements, including kerberos itself. Once all the wheels are available,
 # we can start shipping it by default.
-ssh_gssapi = ["sshfs[gssapi]>=2021.8.1"]
-all_remotes = gs + s3 + azure + ssh + oss + gdrive + hdfs + webhdfs + webdav
 
-terraform = ["tpi[ssh]>=0.0.0"]
-
-tests_requirements = (
-    Path("test_requirements.txt").read_text().strip().splitlines()
-) + terraform
+extra_requirements["all"] = [
+    requirements
+    for key, requirements in extra_requirements.items()
+    if key not in ("tests", "ssh_gssapi", "terraform")
+]
+extra_requirements["tests"] += extra_requirements["terraform"]
 
 setup(
     name="dvc",
@@ -133,21 +126,7 @@ setup(
     download_url="https://github.com/iterative/dvc",
     license="Apache License 2.0",
     install_requires=install_requires,
-    extras_require={
-        "all": all_remotes,
-        "gs": gs,
-        "gdrive": gdrive,
-        "s3": s3,
-        "azure": azure,
-        "oss": oss,
-        "ssh": ssh,
-        "ssh_gssapi": ssh_gssapi,
-        "hdfs": hdfs,
-        "webhdfs": webhdfs,
-        "webdav": webdav,
-        "terraform": terraform,
-        "tests": tests_requirements,
-    },
+    extras_require=extra_requirements,
     keywords="data-science data-version-control machine-learning git"
     " developer-tools reproducibility collaboration ai",
     python_requires=">=3.6",