diff --git a/.all-contributorsrc b/.all-contributorsrc
index 318ed3e..fe796fa 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -92,6 +92,16 @@
       "contributions": [
         "review"
       ]
+    },
+    {
+      "login": "mccrayjr",
+      "name": "John McCray",
+      "avatar_url": "https://avatars.githubusercontent.com/u/69483966?v=4",
+      "profile": "https://github.com/mccrayjr",
+      "contributions": [
+        "code",
+        "review"
+      ]
     }
   ],
   "contributorsPerLine": 7,
diff --git a/README.md b/README.md
index d771932..a811f49 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Welcome to pyOpenSci Software Peer Review 👋 
 <!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
-[![All Contributors](https://img.shields.io/badge/all_contributors-9-orange.svg?style=flat-square)](#contributors-)
+[![All Contributors](https://img.shields.io/badge/all_contributors-10-orange.svg?style=flat-square)](#contributors-)
 <!-- ALL-CONTRIBUTORS-BADGE:END -->
 
 Hi there! This repository is where pyOpenSci 
@@ -82,6 +82,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
     <tr>
       <td align="center" valign="top" width="14.28%"><a href="http://aguspesce.github.io"><img src="https://avatars.githubusercontent.com/u/13738018?v=4?s=100" width="100px;" alt="Agustina"/><br /><sub><b>Agustina</b></sub></a><br /><a href="https://github.com/pyOpenSci/software-submission/pulls?q=is%3Apr+reviewed-by%3Aaguspesce" title="Reviewed Pull Requests">👀</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/jmunroe"><img src="https://avatars.githubusercontent.com/u/6181563?v=4?s=100" width="100px;" alt="James Munroe"/><br /><sub><b>James Munroe</b></sub></a><br /><a href="https://github.com/pyOpenSci/software-submission/pulls?q=is%3Apr+reviewed-by%3Ajmunroe" title="Reviewed Pull Requests">👀</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/mccrayjr"><img src="https://avatars.githubusercontent.com/u/69483966?v=4?s=100" width="100px;" alt="John McCray"/><br /><sub><b>John McCray</b></sub></a><br /><a href="https://github.com/pyOpenSci/software-submission/commits?author=mccrayjr" title="Code">💻</a> <a href="https://github.com/pyOpenSci/software-submission/pulls?q=is%3Apr+reviewed-by%3Amccrayjr" title="Reviewed Pull Requests">👀</a></td>
     </tr>
   </tbody>
 </table>