diff --git a/setup.py b/setup.py
index f3ced3f01c..ee626184a1 100755
--- a/setup.py
+++ b/setup.py
@@ -19,6 +19,7 @@
     locale.setlocale(locale.LC_ALL, 'en_US.UTF-8')
 
 VERSION = '0.12.0.dev99999999999999'
+DEPENDENCY_LINKS = []
 
 SETUP_COMMANDS = {}
 
@@ -62,7 +63,8 @@ class BuildDocsCommand(setuptools.command.build_py.build_py):
     def initialize_options(self):
         setup_dir = os.path.join(os.getcwd(), __dir__)
         docs_dir = os.path.join(setup_dir, 'docs')
-        source_docs_dir = os.path.join(setup_dir, 'docs/API')
+        source_docs_dir = os.path.join(docs_dir,
+                                       'source/')
 
         set_python_path(setup_dir)
 
@@ -96,14 +98,42 @@ def run(self):
 SETUP_COMMANDS['docs'] = BuildDocsCommand
 
 __dir__ = os.path.dirname(__file__)
-filename = os.path.join(__dir__, 'requirements.txt')
-with open(filename) as requirements:
-    required = requirements.read().splitlines()
-    required.remove('-r bear-requirements.txt')
 
-filename = os.path.join(__dir__, 'test-requirements.txt')
-with open(filename) as requirements:
-    test_required = requirements.read().splitlines()
+
+def read_requirements(filename):
+    """
+    Parse a requirements file.
+
+    Accepts vcs+ links, and places the URL into
+    `DEPENDENCY_LINKS`.
+
+    :return: list of str for each package
+    """
+    data = []
+    filename = os.path.join(__dir__, filename)
+    with open(filename) as requirements:
+        required = requirements.read().splitlines()
+        for line in required:
+            if not line or line.startswith('#'):
+                continue
+
+            if '+' in line[:4]:
+                repo_link, egg_name = line.split('#egg=')
+                if not egg_name:
+                    raise ValueError('Unknown requirement: {0}'
+                                     .format(line))
+
+                DEPENDENCY_LINKS.append(repo_link)
+
+                line = egg_name.replace('-', '==')
+
+            data.append(line)
+
+
+required = read_requirements('requirements.txt')
+required.remove('-r bear-requirements.txt')
+
+test_required = read_requirements('test-requirements.txt')
 
 filename = os.path.join(__dir__, 'README.rst')
 with open(filename) as readme:
@@ -149,6 +179,7 @@ def run(self):
           install_requires=required,
           extras_require=EXTRAS_REQUIRE,
           tests_require=test_required,
+          dependency_links=DEPENDENCY_LINKS,
           package_data={'bears': ['VERSION'],
                         'bears.java': ['checkstyle.jar', 'google_checks.xml'],
                         'bears.scala': ['scalastyle.jar',