diff --git a/README.md b/README.md
index 91935b6..d3a5bd4 100644
--- a/README.md
+++ b/README.md
@@ -1,177 +1,8 @@
-#### Dependencies
+# Zulip API
 
-The [Zulip API](https://zulipchat.com/api) Python bindings require the
-following Python libraries:
+This repository contains the source code for Zulip's PyPI packages:
 
-* requests (version >= 0.12.1)
-* simplejson
-* six
-* typing (version >= 3.5.2.2)
-
-#### Installing
-
-This package uses distutils, so you can just run:
-
-    python setup.py install
-
-#### Using the API
-
-For now, the only fully supported API operation is sending a message.
-The other API queries work, but are under active development, so
-please make sure we know you're using them so that we can notify you
-as we make any changes to them.
-
-The easiest way to use these API bindings is to base your tools off
-of the example tools under examples/ in this distribution.
-
-If you place your API key in the config file `~/.zuliprc` the Python
-API bindings will automatically read it in. The format of the config
-file is as follows:
-
-    [api]
-    key=<api key from the web interface>
-    email=<your email address>
-    site=<your Zulip server's URI>
-    insecure=<true or false, true means do not verify the server certificate>
-    cert_bundle=<path to a file containing CA or server certificates to trust>
-
-If omitted, these settings have the following defaults:
-
-    insecure=false
-    cert_bundle=<the default CA bundle trusted by Python>
-
-Alternatively, you may explicitly use "--user", "--api-key", and
-`--site` in our examples, which is especially useful when testing.  If
-you are running several bots which share a home directory, we
-recommend using `--config` to specify the path to the `zuliprc` file
-for a specific bot.  Finally, you can control the defaults for all of
-these variables using the environment variables `ZULIP_CONFIG`,
-`ZULIP_API_KEY`, `ZULIP_EMAIL`, `ZULIP_SITE`, `ZULIP_CERT`,
-`ZULIP_CERT_KEY`, and `ZULIP_CERT_BUNDLE`.  Command-line options take
-precedence over environment variables take precedence over the config
-files.
-
-The command line equivalents for other configuration options are:
-
-    --insecure
-    --cert-bundle=<file>
-
-You can obtain your Zulip API key, create bots, and manage bots all
-from your Zulip settings page; with current Zulip there's also a
-button to download a `zuliprc` file for your account/server pair.
-
-A typical simple bot sending API messages will look as follows:
-
-At the top of the file:
-
-    # Make sure the Zulip API distribution's root directory is in sys.path, then:
-    import zulip
-    zulip_client = zulip.Client(email="your-bot@example.com", client="MyTestClient/0.1")
-
-When you want to send a message:
-
-    message = {
-      "type": "stream",
-      "to": ["support"],
-      "subject": "your subject",
-      "content": "your content",
-    }
-    zulip_client.send_message(message)
-
-If you are parsing arguments, you may find it useful to use Zulip's
-option group; see any of our API examples for details on how to do this.
-
-Additional examples:
-
-    client.send_message({'type': 'stream', 'content': 'Zulip rules!',
-                         'subject': 'feedback', 'to': ['support']})
-    client.send_message({'type': 'private', 'content': 'Zulip rules!',
-                         'to': ['user1@example.com', 'user2@example.com']})
-
-send_message() returns a dict guaranteed to contain the following
-keys: msg, result.  For successful calls, result will be "success" and
-msg will be the empty string.  On error, result will be "error" and
-msg will describe what went wrong.
-
-#### Examples
-
-The API bindings package comes with several nice example scripts that
-show how to use the APIs; they are installed as part of the API
-bindings bundle.
-
-#### Logging
-
-The Zulip API comes with a ZulipStream class which can be used with the
-logging module:
-
-```
-import zulip
-import logging
-stream = zulip.ZulipStream(type="stream", to=["support"], subject="your subject")
-logger = logging.getLogger("your_logger")
-logger.addHandler(logging.StreamHandler(stream))
-logger.setLevel(logging.DEBUG)
-logger.info("This is an INFO test.")
-logger.debug("This is a DEBUG test.")
-logger.warn("This is a WARN test.")
-logger.error("This is a ERROR test.")
-```
-
-#### Sending messages
-
-You can use the included `zulip-send` script to send messages via the
-API directly from existing scripts.
-
-    zulip-send hamlet@example.com cordelia@example.com -m \
-        "Conscience doth make cowards of us all."
-
-Alternatively, if you don't want to use your ~/.zuliprc file:
-
-    zulip-send --user shakespeare-bot@example.com \
-        --api-key a0b1c2d3e4f5a6b7c8d9e0f1a2b3c4d5 \
-        --site https://zulip.example.com \
-        hamlet@example.com cordelia@example.com -m \
-        "Conscience doth make cowards of us all."
-
-#### Working with an untrusted server certificate
-
-If your server has either a self-signed certificate, or a certificate signed
-by a CA that you don't wish to globally trust then by default the API will
-fail with an SSL verification error.
-
-You can add `insecure=true` to your .zuliprc file.
-
-    [api]
-    site=https://zulip.example.com
-    insecure=true
-
-This disables verification of the server certificate, so connections are
-encrypted but unauthenticated. This is not secure, but may be good enough
-for a development environment.
-
-
-You can explicitly trust the server certificate using `cert_bundle=<filename>`
-in your .zuliprc file.
-
-    [api]
-    site=https://zulip.example.com
-    cert_bundle=/home/bots/certs/zulip.example.com.crt
-
-You can also explicitly trust a different set of Certificate Authorities from
-the default bundle that is trusted by Python. For example to trust a company
-internal CA.
-
-    [api]
-    site=https://zulip.example.com
-    cert_bundle=/home/bots/certs/example.com.ca-bundle
-
-Save the server certificate (or the CA certificate) in its own file,
-converting to PEM format first if necessary.
-Verify that the certificate you have saved is the same as the one on the
-server.
-
-The `cert_bundle` option trusts the server / CA certificate only for
-interaction with the zulip site, and is relatively secure.
-
-Note that a certificate bundle is merely one or more certificates combined
-into a single file.
+* `zulip`: [PyPI package](https://pypi.python.org/pypi/zulip/)
+  for Zulip's API bindings.
+* `zulip_bots`: PyPI package for Zulip's bots and bots API.
+* `zulip_botserver`: PyPI package for Zulip's Flask bot server.
diff --git a/tools/lint b/tools/lint
index 27811e3..5ef520c 100755
--- a/tools/lint
+++ b/tools/lint
@@ -9,7 +9,7 @@ from typing import cast, Callable, Dict, Iterator, List
 
 EXCLUDED_FILES = [
     # This is an external file that doesn't comply with our codestyle
-    'integrations/perforce/git_p4.py',
+    'zulip/integrations/perforce/git_p4.py',
 ]
 
 def lint_all(args, options):
diff --git a/MANIFEST.in b/zulip/MANIFEST.in
similarity index 100%
rename from MANIFEST.in
rename to zulip/MANIFEST.in
diff --git a/zulip/README.md b/zulip/README.md
new file mode 100644
index 0000000..91935b6
--- /dev/null
+++ b/zulip/README.md
@@ -0,0 +1,177 @@
+#### Dependencies
+
+The [Zulip API](https://zulipchat.com/api) Python bindings require the
+following Python libraries:
+
+* requests (version >= 0.12.1)
+* simplejson
+* six
+* typing (version >= 3.5.2.2)
+
+#### Installing
+
+This package uses distutils, so you can just run:
+
+    python setup.py install
+
+#### Using the API
+
+For now, the only fully supported API operation is sending a message.
+The other API queries work, but are under active development, so
+please make sure we know you're using them so that we can notify you
+as we make any changes to them.
+
+The easiest way to use these API bindings is to base your tools off
+of the example tools under examples/ in this distribution.
+
+If you place your API key in the config file `~/.zuliprc` the Python
+API bindings will automatically read it in. The format of the config
+file is as follows:
+
+    [api]
+    key=<api key from the web interface>
+    email=<your email address>
+    site=<your Zulip server's URI>
+    insecure=<true or false, true means do not verify the server certificate>
+    cert_bundle=<path to a file containing CA or server certificates to trust>
+
+If omitted, these settings have the following defaults:
+
+    insecure=false
+    cert_bundle=<the default CA bundle trusted by Python>
+
+Alternatively, you may explicitly use "--user", "--api-key", and
+`--site` in our examples, which is especially useful when testing.  If
+you are running several bots which share a home directory, we
+recommend using `--config` to specify the path to the `zuliprc` file
+for a specific bot.  Finally, you can control the defaults for all of
+these variables using the environment variables `ZULIP_CONFIG`,
+`ZULIP_API_KEY`, `ZULIP_EMAIL`, `ZULIP_SITE`, `ZULIP_CERT`,
+`ZULIP_CERT_KEY`, and `ZULIP_CERT_BUNDLE`.  Command-line options take
+precedence over environment variables take precedence over the config
+files.
+
+The command line equivalents for other configuration options are:
+
+    --insecure
+    --cert-bundle=<file>
+
+You can obtain your Zulip API key, create bots, and manage bots all
+from your Zulip settings page; with current Zulip there's also a
+button to download a `zuliprc` file for your account/server pair.
+
+A typical simple bot sending API messages will look as follows:
+
+At the top of the file:
+
+    # Make sure the Zulip API distribution's root directory is in sys.path, then:
+    import zulip
+    zulip_client = zulip.Client(email="your-bot@example.com", client="MyTestClient/0.1")
+
+When you want to send a message:
+
+    message = {
+      "type": "stream",
+      "to": ["support"],
+      "subject": "your subject",
+      "content": "your content",
+    }
+    zulip_client.send_message(message)
+
+If you are parsing arguments, you may find it useful to use Zulip's
+option group; see any of our API examples for details on how to do this.
+
+Additional examples:
+
+    client.send_message({'type': 'stream', 'content': 'Zulip rules!',
+                         'subject': 'feedback', 'to': ['support']})
+    client.send_message({'type': 'private', 'content': 'Zulip rules!',
+                         'to': ['user1@example.com', 'user2@example.com']})
+
+send_message() returns a dict guaranteed to contain the following
+keys: msg, result.  For successful calls, result will be "success" and
+msg will be the empty string.  On error, result will be "error" and
+msg will describe what went wrong.
+
+#### Examples
+
+The API bindings package comes with several nice example scripts that
+show how to use the APIs; they are installed as part of the API
+bindings bundle.
+
+#### Logging
+
+The Zulip API comes with a ZulipStream class which can be used with the
+logging module:
+
+```
+import zulip
+import logging
+stream = zulip.ZulipStream(type="stream", to=["support"], subject="your subject")
+logger = logging.getLogger("your_logger")
+logger.addHandler(logging.StreamHandler(stream))
+logger.setLevel(logging.DEBUG)
+logger.info("This is an INFO test.")
+logger.debug("This is a DEBUG test.")
+logger.warn("This is a WARN test.")
+logger.error("This is a ERROR test.")
+```
+
+#### Sending messages
+
+You can use the included `zulip-send` script to send messages via the
+API directly from existing scripts.
+
+    zulip-send hamlet@example.com cordelia@example.com -m \
+        "Conscience doth make cowards of us all."
+
+Alternatively, if you don't want to use your ~/.zuliprc file:
+
+    zulip-send --user shakespeare-bot@example.com \
+        --api-key a0b1c2d3e4f5a6b7c8d9e0f1a2b3c4d5 \
+        --site https://zulip.example.com \
+        hamlet@example.com cordelia@example.com -m \
+        "Conscience doth make cowards of us all."
+
+#### Working with an untrusted server certificate
+
+If your server has either a self-signed certificate, or a certificate signed
+by a CA that you don't wish to globally trust then by default the API will
+fail with an SSL verification error.
+
+You can add `insecure=true` to your .zuliprc file.
+
+    [api]
+    site=https://zulip.example.com
+    insecure=true
+
+This disables verification of the server certificate, so connections are
+encrypted but unauthenticated. This is not secure, but may be good enough
+for a development environment.
+
+
+You can explicitly trust the server certificate using `cert_bundle=<filename>`
+in your .zuliprc file.
+
+    [api]
+    site=https://zulip.example.com
+    cert_bundle=/home/bots/certs/zulip.example.com.crt
+
+You can also explicitly trust a different set of Certificate Authorities from
+the default bundle that is trusted by Python. For example to trust a company
+internal CA.
+
+    [api]
+    site=https://zulip.example.com
+    cert_bundle=/home/bots/certs/example.com.ca-bundle
+
+Save the server certificate (or the CA certificate) in its own file,
+converting to PEM format first if necessary.
+Verify that the certificate you have saved is the same as the one on the
+server.
+
+The `cert_bundle` option trusts the server / CA certificate only for
+interaction with the zulip site, and is relatively secure.
+
+Note that a certificate bundle is merely one or more certificates combined
+into a single file.
diff --git a/examples/create-user b/zulip/examples/create-user
similarity index 100%
rename from examples/create-user
rename to zulip/examples/create-user
diff --git a/examples/edit-message b/zulip/examples/edit-message
similarity index 100%
rename from examples/edit-message
rename to zulip/examples/edit-message
diff --git a/examples/get-presence b/zulip/examples/get-presence
similarity index 100%
rename from examples/get-presence
rename to zulip/examples/get-presence
diff --git a/examples/get-public-streams b/zulip/examples/get-public-streams
similarity index 100%
rename from examples/get-public-streams
rename to zulip/examples/get-public-streams
diff --git a/examples/list-members b/zulip/examples/list-members
similarity index 100%
rename from examples/list-members
rename to zulip/examples/list-members
diff --git a/examples/list-subscriptions b/zulip/examples/list-subscriptions
similarity index 100%
rename from examples/list-subscriptions
rename to zulip/examples/list-subscriptions
diff --git a/examples/print-events b/zulip/examples/print-events
similarity index 100%
rename from examples/print-events
rename to zulip/examples/print-events
diff --git a/examples/print-messages b/zulip/examples/print-messages
similarity index 100%
rename from examples/print-messages
rename to zulip/examples/print-messages
diff --git a/examples/recent-messages b/zulip/examples/recent-messages
similarity index 100%
rename from examples/recent-messages
rename to zulip/examples/recent-messages
diff --git a/examples/send-message b/zulip/examples/send-message
similarity index 100%
rename from examples/send-message
rename to zulip/examples/send-message
diff --git a/examples/subscribe b/zulip/examples/subscribe
similarity index 100%
rename from examples/subscribe
rename to zulip/examples/subscribe
diff --git a/examples/unsubscribe b/zulip/examples/unsubscribe
similarity index 100%
rename from examples/unsubscribe
rename to zulip/examples/unsubscribe
diff --git a/examples/upload-file b/zulip/examples/upload-file
similarity index 100%
rename from examples/upload-file
rename to zulip/examples/upload-file
diff --git a/examples/zuliprc b/zulip/examples/zuliprc
similarity index 100%
rename from examples/zuliprc
rename to zulip/examples/zuliprc
diff --git a/integrations/codebase/zulip_codebase_config.py b/zulip/integrations/codebase/zulip_codebase_config.py
similarity index 100%
rename from integrations/codebase/zulip_codebase_config.py
rename to zulip/integrations/codebase/zulip_codebase_config.py
diff --git a/integrations/codebase/zulip_codebase_mirror b/zulip/integrations/codebase/zulip_codebase_mirror
similarity index 100%
rename from integrations/codebase/zulip_codebase_mirror
rename to zulip/integrations/codebase/zulip_codebase_mirror
diff --git a/integrations/git/post-receive b/zulip/integrations/git/post-receive
similarity index 100%
rename from integrations/git/post-receive
rename to zulip/integrations/git/post-receive
diff --git a/integrations/git/zulip_git_config.py b/zulip/integrations/git/zulip_git_config.py
similarity index 100%
rename from integrations/git/zulip_git_config.py
rename to zulip/integrations/git/zulip_git_config.py
diff --git a/integrations/google/get-google-credentials b/zulip/integrations/google/get-google-credentials
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diff --git a/integrations/google/google-calendar b/zulip/integrations/google/google-calendar
similarity index 100%
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diff --git a/integrations/hg/zulip-changegroup.py b/zulip/integrations/hg/zulip-changegroup.py
similarity index 100%
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diff --git a/integrations/irc/irc-mirror.py b/zulip/integrations/irc/irc-mirror.py
similarity index 100%
rename from integrations/irc/irc-mirror.py
rename to zulip/integrations/irc/irc-mirror.py
diff --git a/integrations/jabber/jabber_mirror.py b/zulip/integrations/jabber/jabber_mirror.py
similarity index 100%
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diff --git a/integrations/jabber/jabber_mirror_backend.py b/zulip/integrations/jabber/jabber_mirror_backend.py
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diff --git a/integrations/jira/org/humbug/jira/ZulipListener.groovy b/zulip/integrations/jira/org/humbug/jira/ZulipListener.groovy
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diff --git a/integrations/log2zulip/log2zulip b/zulip/integrations/log2zulip/log2zulip
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diff --git a/integrations/perforce/git_p4.py b/zulip/integrations/perforce/git_p4.py
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rename from integrations/zephyr/sync-public-streams
rename to zulip/integrations/zephyr/sync-public-streams
diff --git a/integrations/zephyr/zephyr_mirror.py b/zulip/integrations/zephyr/zephyr_mirror.py
similarity index 100%
rename from integrations/zephyr/zephyr_mirror.py
rename to zulip/integrations/zephyr/zephyr_mirror.py
diff --git a/integrations/zephyr/zephyr_mirror_backend.py b/zulip/integrations/zephyr/zephyr_mirror_backend.py
similarity index 100%
rename from integrations/zephyr/zephyr_mirror_backend.py
rename to zulip/integrations/zephyr/zephyr_mirror_backend.py
diff --git a/integrations/zephyr/zmirror-renew-kerberos b/zulip/integrations/zephyr/zmirror-renew-kerberos
similarity index 100%
rename from integrations/zephyr/zmirror-renew-kerberos
rename to zulip/integrations/zephyr/zmirror-renew-kerberos
diff --git a/integrations/zephyr/zmirror_private.conf.template b/zulip/integrations/zephyr/zmirror_private.conf.template
similarity index 100%
rename from integrations/zephyr/zmirror_private.conf.template
rename to zulip/integrations/zephyr/zmirror_private.conf.template
diff --git a/setup.cfg b/zulip/setup.cfg
similarity index 100%
rename from setup.cfg
rename to zulip/setup.cfg
diff --git a/setup.py b/zulip/setup.py
similarity index 84%
rename from setup.py
rename to zulip/setup.py
index 73a00db..0acf180 100755
--- a/setup.py
+++ b/zulip/setup.py
@@ -59,10 +59,8 @@ package_info = dict(
     entry_points={
         'console_scripts': [
             'zulip-send=zulip.send:main',
-            'zulip-bot-server=zulip.bot_server:main',
         ],
     },
-    test_suite='tests',
 )  # type: Dict[str, Any]
 
 setuptools_info = dict(
@@ -70,17 +68,13 @@ setuptools_info = dict(
                       'simplejson',
                       'six',
                       'typing>=3.5.2.2',
-                      'flask>=0.12.2',
-                      'mock>=2.0.0',
-                      # for pep8 linter
-                      'pycodestyle==2.3.1',
                       ],
 )
 
 try:
     from setuptools import setup, find_packages
     package_info.update(setuptools_info)
-    package_info['packages'] = find_packages(exclude=["tests"])
+    package_info['packages'] = find_packages()
 
 except ImportError:
     from distutils.core import setup
@@ -98,12 +92,7 @@ except ImportError:
         print("requests >=0.12.1 is not installed", file=sys.stderr)
         sys.exit(1)
 
-    package_list = ['zulip', 'bots_api', 'bots']
-    bots_dirs = os.listdir('bots')
-    for bot in bots_dirs:
-        if os.path.isdir(os.path.join('bots', bot)):
-            package_list.append('bots.' + bot)
-    package_info['packages'] = package_list
+    package_info['packages'] = ['zulip']
 
 
 setup(**package_info)
diff --git a/zulip/__init__.py b/zulip/zulip/__init__.py
similarity index 100%
rename from zulip/__init__.py
rename to zulip/zulip/__init__.py
diff --git a/zulip/send.py b/zulip/zulip/send.py
similarity index 98%
rename from zulip/send.py
rename to zulip/zulip/send.py
index d740e92..fa60127 100755
--- a/zulip/send.py
+++ b/zulip/zulip/send.py
@@ -23,14 +23,11 @@
 # THE SOFTWARE.
 
 import sys
-import os
 import optparse
 import logging
 
 from typing import Any, Dict, List, Optional
 
-sys.path.append(os.path.join(os.path.dirname(__file__), '..'))
-
 import zulip
 
 logging.basicConfig()