diff --git a/README.rst b/README.rst
index f9ecb05..671f587 100644
--- a/README.rst
+++ b/README.rst
@@ -34,7 +34,7 @@ You must provide a Sentry DSN::
 
     sentry.dsn = https://xxxxxx:xxxxxx@sentry.domain.com/1
 
-You can see a full list of supported options for the Sentry client on the `official Raven documentation`_.
+You can see a full list of supported options for the Sentry client on the `official Sentry documentation`_.
 
 If you want Sentry to record your log messages, you can turn it on adding the following options::
 
@@ -55,5 +55,5 @@ The configuration also supports env vars named like the `ckanext-envvars`_ exten
 
 
 .. _Sentry: http://getsentry.com/
-.. _official Raven documentation: http://raven.readthedocs.org/en/latest/advanced.html#configuring-the-client
+.. _official Sentry documentation: https://docs.sentry.io/error-reporting/configuration/?platform=python
 .. _ckanext-envvars: https://github.com/okfn/ckanext-envvars
diff --git a/ckanext/sentry/plugins.py b/ckanext/sentry/plugins.py
index ac7b978..0e25cb4 100644
--- a/ckanext/sentry/plugins.py
+++ b/ckanext/sentry/plugins.py
@@ -4,8 +4,10 @@
 import os
 import logging
 
-from raven.contrib.pylons import Sentry
-from raven.handlers.logging import SentryHandler
+import sentry_sdk
+from sentry_sdk.integrations.logging import LoggingIntegration, SentryHandler
+from sentry_sdk.integrations.flask import FlaskIntegration
+from sentry_sdk.integrations.rq import RqIntegration
 
 
 from ckan import plugins
@@ -44,7 +46,16 @@ def make_error_log_middleware(self, app, config):
             self._configure_logging(config)
 
         log.debug('Adding Sentry middleware...')
-        return Sentry(app, config)
+        sentry_log_level = config.get('sentry.log_level', logging.INFO)
+        sentry_sdk.init(
+            dsn=config.get('sentry.dsn'),
+            integrations=[
+                FlaskIntegration(),
+                LoggingIntegration(level=sentry_log_level),
+                RqIntegration()
+            ]
+        )
+        return app
 
     def _configure_logging(self, config):
         '''
@@ -53,15 +64,19 @@ def _configure_logging(self, config):
         Based on @rshk work on
         https://github.com/opendatatrentino/ckanext-sentry
         '''
-        handler = SentryHandler(config.get('sentry.dsn'))
+        handler = SentryHandler()
         handler.setLevel(logging.NOTSET)
 
-        loggers = ['', 'ckan', 'ckanext', 'sentry.errors']
         sentry_log_level = config.get('sentry.log_level', logging.INFO)
-        for name in loggers:
-            logger = logging.getLogger(name)
+        logger = logging.getLogger()
+        # ensure we haven't already registered the handler
+        if SentryHandler not in map(lambda x: x.__class__, logger.handlers):
             logger.addHandler(handler)
             logger.setLevel(sentry_log_level)
+            # Add StreamHandler to sentry's default so you can catch missed exceptions
+            logger = logging.getLogger('sentry.errors')
+            logger.propagate = False
+            logger.addHandler(logging.StreamHandler())
 
         log.debug('Setting up Sentry logger with level {0}'.format(
             sentry_log_level))
diff --git a/requirements.txt b/requirements.txt
index eb0d457..8c2e42a 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1 +1,2 @@
-raven==6.1.0
+blinker==1.4
+sentry-sdk==1.3.1
diff --git a/setup.py b/setup.py
index dde9b93..e5cfadb 100644
--- a/setup.py
+++ b/setup.py
@@ -50,7 +50,7 @@ def rst(filename):
     namespace_packages=['ckanext'],
     include_package_data=True,
     zip_safe=False,
-    install_requires=['raven'],
+    install_requires=['sentry_sdk'],
     entry_points={
         'ckan.plugins': [
             'sentry = ckanext.sentry.plugins:SentryPlugin',