diff --git a/.github/workflows/contributors.yaml b/.github/workflows/contributors.yaml
new file mode 100644
index 0000000000..2e2883914a
--- /dev/null
+++ b/.github/workflows/contributors.yaml
@@ -0,0 +1,39 @@
+name: Contributors
+
+on:
+  schedule:
+    - cron: '0 12 * * 1' # At 12 noon on Monday.
+
+jobs:
+  contributors:
+    runs-on: ubuntu-latest
+    if: ${{ !startsWith( github.event.head_commit.message , '[auto-update-contributors]' ) }}
+    steps:
+      - uses: actions/checkout@v2
+      - name: GitHub Contributors Action
+        uses: hyperledger-tooling/github-contributors-action@main
+        env:
+          GITHUB_AUTH_TOKEN: "${{ secrets.GITHUB_TOKEN }}"
+          SOURCE_GITHUB_REPOSITORY: flyteorg
+          CONTRIBUTORS_SECTION_PATTERN: <!-- CONTRIBUTORS START -->
+          CONTRIBUTORS_SECTION_END_PATTERN: <!-- CONTRIBUTORS END -->
+          INPUT_TEMPLATE_FILE: ./assets/contributor-template.md
+          FILE_WITH_PATTERN: ./README.md
+      - name: Create Pull Request
+        id: cpr
+        uses: peter-evans/create-pull-request@v3
+        with:
+          token: ${{ secrets.FLYTE_BOT_PAT }}
+          commit-message: '[auto-update-contributors] update all-contributors'
+          committer: Flyte Bot <admin@flyte.org>
+          author: ${{ github.actor }} <${{ github.actor }}@users.noreply.github.com>
+          signoff: true
+          branch: auto-update-contributors
+          base: contributors-action
+          delete-branch: true
+          title: 'auto-update contributors'
+          labels: auto-update-contributors
+          team-reviewers: |
+            owners
+            maintainers
+          draft: false
diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md
new file mode 100644
index 0000000000..eaab5d9c28
--- /dev/null
+++ b/CONTRIBUTORS.md
@@ -0,0 +1,5 @@
+### Contributors
+
+<!-- CONTRIBUTORS START -->
+
+<!-- CONTRIBUTORS END -->
diff --git a/README.md b/README.md
index 2f4355a7fa..b1fcadc766 100644
--- a/README.md
+++ b/README.md
@@ -262,38 +262,10 @@ Here are some resources to help you learn more about Flyte.
 - Software Engineering Daily - [Flyte: Lyft Data Processing Platform](https://softwareengineeringdaily.com/2020/03/12/flyte-lyft-data-processing-platform-with-allyson-gale-and-ketan-umare/)
 - MLOps Coffee session - [Flyte: an open-source tool for scalable, extensible, and portable workflows](https://anchor.fm/mlops/episodes/MLOps-Coffee-Sessions-12-Flyte-an-open-source-tool-for-scalable--extensible---and-portable-workflows-eksa5k)
 
-## 💖 Top Contributors
+## 💖 All Contributors
 
 A big thank you to the community for making Flyte possible!
 
-- [@wild-endeavor](https://github.com/wild-endeavor)
-- [@katrogan](https://github.com/katrogan)
-- [@EngHabu](https://github.com/EngHabu)
-- [@akhurana001](https://github.com/akhurana001)
-- [@anandswaminathan](https://github.com/anandswaminathan)
-- [@kanterov](https://github.com/kanterov)
-- [@honnix](https://github.com/honnix)
-- [@jeevb](https://github.com/jeevb)
-- [@jonathanburns](https://github.com/jonathanburns)
-- [@migueltol22](https://github.com/migueltol22)
-- [@varshaparthay](https://github.com/varshaparthay)
-- [@pingsutw](https://github.com/pingsutw)
-- [@narape](https://github.com/narape)
-- [@lu4nm3](https://github.com/lu4nm3)
-- [@bnsblue](https://github.com/bnsblue)
-- [@RubenBarragan](https://github.com/RubenBarragan)
-- [@schottra](https://github.com/schottra)
-- [@evalsocket](https://github.com/evalsocket)
-- [@matthewphsmith](https://github.com/matthewphsmith)
-- [@slai](https://github.com/slai)
-- [@derwiki](https://github.com/derwiki)
-- [@tnsetting](https://github.com/tnsetting)
-- [@jbrambleDC](https://github.com/jbrambleDC)
-- [@igorvalko](https://github.com/igorvalko)
-- [@chanadian](https://github.com/chanadian)
-- [@surindersinghp](https://github.com/surindersinghp)
-- [@vsbus](https://github.com/vsbus)
-- [@catalinii](https://github.com/catalinii)
-- [@pmahindrakar-oss](https://github.com/pmahindrakar-oss)
-- [@milton0825](https://github.com/milton0825)
-- [@kumare3](https://github.com/kumare3)
+<!-- CONTRIBUTORS START -->
+[![953358](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/953358?v=4&w=50&h=50&mask=circle)](https://github.com/katrogan)[![37090125](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/37090125?v=4&w=50&h=50&mask=circle)](https://github.com/lyft-metaservice-3)[![7597118](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/7597118?v=4&w=50&h=50&mask=circle)](https://github.com/matthewphsmith)[![27159](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/27159?v=4&w=50&h=50&mask=circle)](https://github.com/EngHabu)[![29843943](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/29843943?v=4&w=50&h=50&mask=circle)](https://github.com/goreleaserbot)[![158892](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/158892?v=4&w=50&h=50&mask=circle)](https://github.com/honnix)[![18408237](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/18408237?v=4&w=50&h=50&mask=circle)](https://github.com/anandswaminathan)[![2896568](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/2896568?v=4&w=50&h=50&mask=circle)](https://github.com/wild-endeavor)[![10830562](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/10830562?v=4&w=50&h=50&mask=circle)](https://github.com/evalsocket)[![1518524](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/1518524?v=4&w=50&h=50&mask=circle)](https://github.com/bnsblue)[![78108056](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/78108056?v=4&w=50&h=50&mask=circle)](https://github.com/flyte-bot)[![27777173](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/27777173?v=4&w=50&h=50&mask=circle)](https://github.com/samhita-alla)[![16888709](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/16888709?v=4&w=50&h=50&mask=circle)](https://github.com/kumare3)[![5032356](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/5032356?v=4&w=50&h=50&mask=circle)](https://github.com/brucearctor)[![8122852](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/8122852?v=4&w=50&h=50&mask=circle)](https://github.com/ariefrahmansyah)[![3880645](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/3880645?v=4&w=50&h=50&mask=circle)](https://github.com/jonathanburns)[![3936213](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/3936213?v=4&w=50&h=50&mask=circle)](https://github.com/lu4nm3)[![26174213](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/26174213?v=4&w=50&h=50&mask=circle)](https://github.com/lyft-metaservice-2)[![77798312](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/77798312?v=4&w=50&h=50&mask=circle)](https://github.com/pmahindrakar-oss)[![9142716](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/9142716?v=4&w=50&h=50&mask=circle)](https://github.com/2uasimojo)[![5487021](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/5487021?v=4&w=50&h=50&mask=circle)](https://github.com/veggiemonk)[![1815175](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/1815175?v=4&w=50&h=50&mask=circle)](https://github.com/schottra)[![19375241](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/19375241?v=4&w=50&h=50&mask=circle)](https://github.com/migueltol22)[![2816689](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/2816689?v=4&w=50&h=50&mask=circle)](https://github.com/cosmicBboy)[![37936015](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/37936015?v=4&w=50&h=50&mask=circle)](https://github.com/pingsutw)[![6239450](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/6239450?v=4&w=50&h=50&mask=circle)](https://github.com/mayitbeegh)[![6065051](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/6065051?v=4&w=50&h=50&mask=circle)](https://github.com/milton0825)[![70988](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/70988?v=4&w=50&h=50&mask=circle)](https://github.com/slai)[![16090976](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/16090976?v=4&w=50&h=50&mask=circle)](https://github.com/surindersinghp)[![8888115](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/8888115?v=4&w=50&h=50&mask=circle)](https://github.com/hamersaw)[![53313394](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/53313394?v=4&w=50&h=50&mask=circle)](https://github.com/kosigz-lyft)[![4967458](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/4967458?v=4&w=50&h=50&mask=circle)](https://github.com/chanadian)[![6562898](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/6562898?v=4&w=50&h=50&mask=circle)](https://github.com/ckiosidis)[![467927](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/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btolar)[![1391982](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/1391982?v=4&w=50&h=50&mask=circle)](https://github.com/ezimanyi)[![3880001](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/3880001?v=4&w=50&h=50&mask=circle)](https://github.com/lpabon)[![770392](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/770392?v=4&w=50&h=50&mask=circle)](https://github.com/ArcEye)[![6178510](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/6178510?v=4&w=50&h=50&mask=circle)](https://github.com/mingrammer)[![5111931](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/5111931?v=4&w=50&h=50&mask=circle)](https://github.com/aschrijver)[![873434](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/873434?v=4&w=50&h=50&mask=circle)](https://github.com/panzerfahrer)[![20242](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/20242?v=4&w=50&h=50&mask=circle)](https://github.com/masterzen)[![16724](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/16724?v=4&w=50&h=50&mask=circle)](https://github.com/glasser)[![17330872](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/17330872?v=4&w=50&h=50&mask=circle)](https://github.com/murph0)[![419419](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/419419?v=4&w=50&h=50&mask=circle)](https://github.com/zetaron)[![1014](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/1014?v=4&w=50&h=50&mask=circle)](https://github.com/sunfmin)[![504507](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/504507?v=4&w=50&h=50&mask=circle)](https://github.com/guozheng)[![8542033](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/8542033?v=4&w=50&h=50&mask=circle)](https://github.com/nagytech)[![8841470](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/8841470?v=4&w=50&h=50&mask=circle)](https://github.com/suusan2go)[![901479](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/901479?v=4&w=50&h=50&mask=circle)](https://github.com/mhaberler)[![6400253](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/6400253?v=4&w=50&h=50&mask=circle)](https://github.com/s4ichi)[![353644](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/353644?v=4&w=50&h=50&mask=circle)](https://github.com/dreampuf)[![12421077](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/12421077?v=4&w=50&h=50&mask=circle)](https://github.com/UnicodingUnicorn)[![809865](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/809865?v=4&w=50&h=50&mask=circle)](https://github.com/philiptzou)[![19378](https://images.weserv.nl/?url=https://avatars.githubusercontent.com/u/19378?v=4&w=50&h=50&mask=circle)](https://github.com/timabell)
+<!-- CONTRIBUTORS END -->
diff --git a/assets/contributor-template.md b/assets/contributor-template.md
new file mode 100644
index 0000000000..9e7e306c45
--- /dev/null
+++ b/assets/contributor-template.md
@@ -0,0 +1 @@
+{{range .}}{{if not .ID}}{{else}}[![{{.ID}}](https://images.weserv.nl/?url={{.AvatarURL}}&w=50&h=50&mask=circle)]({{.HTMLURL}}){{end}}{{end}}
\ No newline at end of file