diff --git a/mariadb/README.md b/mariadb/README.md
index fdb2fd93d..c55a898c8 100644
--- a/mariadb/README.md
+++ b/mariadb/README.md
@@ -18,7 +18,7 @@ WARNING:
 
 -	[`10.4.3-bionic`, `10.4-bionic`, `rc-bionic`, `10.4.3`, `10.4`, `rc` (*10.4/Dockerfile*)](https://github.com/docker-library/mariadb/blob/93f1e9c9082364522c77b94e98299d7d398089f8/10.4/Dockerfile)
 -	[`10.3.13-bionic`, `10.3-bionic`, `10-bionic`, `bionic`, `10.3.13`, `10.3`, `10`, `latest` (*10.3/Dockerfile*)](https://github.com/docker-library/mariadb/blob/93f1e9c9082364522c77b94e98299d7d398089f8/10.3/Dockerfile)
--	[`10.2.22-bionic`, `10.2-bionic`, `10.2.22`, `10.2` (*10.2/Dockerfile*)](https://github.com/docker-library/mariadb/blob/93f1e9c9082364522c77b94e98299d7d398089f8/10.2/Dockerfile)
+-	[`10.2.23-bionic`, `10.2-bionic`, `10.2.23`, `10.2` (*10.2/Dockerfile*)](https://github.com/docker-library/mariadb/blob/fa087985605ca508ac661a52164db8c292c9f779/10.2/Dockerfile)
 -	[`10.1.38-bionic`, `10.1-bionic`, `10.1.38`, `10.1` (*10.1/Dockerfile*)](https://github.com/docker-library/mariadb/blob/93f1e9c9082364522c77b94e98299d7d398089f8/10.1/Dockerfile)
 -	[`10.0.38-xenial`, `10.0-xenial`, `10.0.38`, `10.0` (*10.0/Dockerfile*)](https://github.com/docker-library/mariadb/blob/93f1e9c9082364522c77b94e98299d7d398089f8/10.0/Dockerfile)
 -	[`5.5.63-trusty`, `5.5-trusty`, `5-trusty`, `5.5.63`, `5.5`, `5` (*5.5/Dockerfile*)](https://github.com/docker-library/mariadb/blob/93f1e9c9082364522c77b94e98299d7d398089f8/5.5/Dockerfile)
diff --git a/pypy/README.md b/pypy/README.md
index c41d253b4..b0a2175d0 100644
--- a/pypy/README.md
+++ b/pypy/README.md
@@ -16,12 +16,12 @@ WARNING:
 
 # Supported tags and respective `Dockerfile` links
 
--	[`2.7-7.0.0`, `2.7-7.0`, `2.7-7`, `2.7`, `2-7.0.0`, `2-7.0`, `2-7`, `2`, `2.7-7.0.0-jessie`, `2.7-7.0-jessie`, `2.7-7-jessie`, `2.7-jessie`, `2-7.0.0-jessie`, `2-7.0-jessie`, `2-7-jessie`, `2-jessie` (*2.7/Dockerfile*)](https://github.com/docker-library/pypy/blob/a25dfed4a6f684edfa44947fdb9f198962c5885a/2.7/Dockerfile)
--	[`2.7-7.0.0-slim`, `2.7-7.0-slim`, `2.7-7-slim`, `2.7-slim`, `2-7.0.0-slim`, `2-7.0-slim`, `2-7-slim`, `2-slim`, `2.7-7.0.0-slim-jessie`, `2.7-7.0-slim-jessie`, `2.7-7-slim-jessie`, `2.7-slim-jessie`, `2-7.0.0-slim-jessie`, `2-7.0-slim-jessie`, `2-7-slim-jessie`, `2-slim-jessie` (*2.7/slim/Dockerfile*)](https://github.com/docker-library/pypy/blob/a25dfed4a6f684edfa44947fdb9f198962c5885a/2.7/slim/Dockerfile)
+-	[`2.7-7.1.0`, `2.7-7.1`, `2.7-7`, `2.7`, `2-7.1.0`, `2-7.1`, `2-7`, `2`, `2.7-7.1.0-jessie`, `2.7-7.1-jessie`, `2.7-7-jessie`, `2.7-jessie`, `2-7.1.0-jessie`, `2-7.1-jessie`, `2-7-jessie`, `2-jessie` (*2.7/Dockerfile*)](https://github.com/docker-library/pypy/blob/bcfd9f2587ef4aa818bf37eb1a6dffa348ba90cf/2.7/Dockerfile)
+-	[`2.7-7.1.0-slim`, `2.7-7.1-slim`, `2.7-7-slim`, `2.7-slim`, `2-7.1.0-slim`, `2-7.1-slim`, `2-7-slim`, `2-slim`, `2.7-7.1.0-slim-jessie`, `2.7-7.1-slim-jessie`, `2.7-7-slim-jessie`, `2.7-slim-jessie`, `2-7.1.0-slim-jessie`, `2-7.1-slim-jessie`, `2-7-slim-jessie`, `2-slim-jessie` (*2.7/slim/Dockerfile*)](https://github.com/docker-library/pypy/blob/bcfd9f2587ef4aa818bf37eb1a6dffa348ba90cf/2.7/slim/Dockerfile)
 -	[`3.5-7.0.0`, `3.5-7.0`, `3.5-7`, `3.5`, `3-7.0.0`, `3-7.0`, `3-7`, `3`, `latest`, `3.5-7.0.0-jessie`, `3.5-7.0-jessie`, `3.5-7-jessie`, `3.5-jessie`, `3-7.0.0-jessie`, `3-7.0-jessie`, `3-7-jessie`, `3-jessie`, `jessie` (*3.5/Dockerfile*)](https://github.com/docker-library/pypy/blob/a25dfed4a6f684edfa44947fdb9f198962c5885a/3.5/Dockerfile)
 -	[`3.5-7.0.0-slim`, `3.5-7.0-slim`, `3.5-7-slim`, `3.5-slim`, `3-7.0.0-slim`, `3-7.0-slim`, `3-7-slim`, `3-slim`, `slim`, `3.5-7.0.0-slim-jessie`, `3.5-7.0-slim-jessie`, `3.5-7-slim-jessie`, `3.5-slim-jessie`, `3-7.0.0-slim-jessie`, `3-7.0-slim-jessie`, `3-7-slim-jessie`, `3-slim-jessie`, `slim-jessie` (*3.5/slim/Dockerfile*)](https://github.com/docker-library/pypy/blob/a25dfed4a6f684edfa44947fdb9f198962c5885a/3.5/slim/Dockerfile)
--	[`3.6-7.0.0`, `3.6-7.0`, `3.6-7`, `3.6`, `3.6-7.0.0-jessie`, `3.6-7.0-jessie`, `3.6-7-jessie`, `3.6-jessie` (*3.6/Dockerfile*)](https://github.com/docker-library/pypy/blob/a25dfed4a6f684edfa44947fdb9f198962c5885a/3.6/Dockerfile)
--	[`3.6-7.0.0-slim`, `3.6-7.0-slim`, `3.6-7-slim`, `3.6-slim`, `3.6-7.0.0-slim-jessie`, `3.6-7.0-slim-jessie`, `3.6-7-slim-jessie`, `3.6-slim-jessie` (*3.6/slim/Dockerfile*)](https://github.com/docker-library/pypy/blob/a25dfed4a6f684edfa44947fdb9f198962c5885a/3.6/slim/Dockerfile)
+-	[`3.6-7.1.0`, `3.6-7.1`, `3.6-7`, `3.6`, `3.6-7.1.0-jessie`, `3.6-7.1-jessie`, `3.6-7-jessie`, `3.6-jessie` (*3.6/Dockerfile*)](https://github.com/docker-library/pypy/blob/6ec92626b247be066a0c89d86521a00571cc5d44/3.6/Dockerfile)
+-	[`3.6-7.1.0-slim`, `3.6-7.1-slim`, `3.6-7-slim`, `3.6-slim`, `3.6-7.1.0-slim-jessie`, `3.6-7.1-slim-jessie`, `3.6-7-slim-jessie`, `3.6-slim-jessie` (*3.6/slim/Dockerfile*)](https://github.com/docker-library/pypy/blob/6ec92626b247be066a0c89d86521a00571cc5d44/3.6/slim/Dockerfile)
 
 # Quick reference