diff --git a/.github/README.j2 b/.github/README.j2
new file mode 100644
index 0000000..c9cf47e
--- /dev/null
+++ b/.github/README.j2
@@ -0,0 +1,31 @@
+# Awesome First PR Opportunities [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)
+
+Inspired by [First Timers Only](https://kentcdodds.com/blog/first-timers-only) blog post.
+
+If you are a maintainer of open-source projects, add the label `first-timers-only` (or similar) to your project and list it here so that people can find it.
+
+If you are not a programmer but would like to contribute, check out the [Awesome for non-programmers](https://github.com/szabgab/awesome-for-non-programmers) list.
+
+## Table of Contents:
+{% for category in categories %}
+- [{{ category.title }}](#{{ category.link_id }}){% endfor %}
+{% for category in categories %}
+## {{ category.title }}
+{% for entry in category.entries %}
+- [{{ entry.name }}]({{ entry.link }}) _(label: {% if entry.label is defined %}{{ entry.label }}{% else %}n/a{% endif %})_ <br> {{ entry.description }}{% endfor %}
+{% endfor %}
+
+## Contribute
+
+Contributions are welcome! See the [contributing guidelines](CONTRIBUTING.md).
+
+## Thanks to GitHub Sponsors
+
+<table>{% for sponsor in sponsors %}<tr><td align="center"><a href="{{ sponsor.link }}"><img src="{{ sponsor.image }}" width="60px;" alt=""/><br/><sub><b>{{ sponsor.name }}</b></sub></a></td></tr>{% endfor %}</table>
+
+## License
+
+[![CC0](http://i.creativecommons.org/p/zero/1.0/88x31.png)](http://creativecommons.org/publicdomain/zero/1.0/)
+
+To the extent possible under law, the author has waived all copyrights and related or neighboring rights to this work.
+
diff --git a/.github/scripts/render-readme.py b/.github/scripts/render-readme.py
new file mode 100644
index 0000000..02d4e64
--- /dev/null
+++ b/.github/scripts/render-readme.py
@@ -0,0 +1,35 @@
+from jinja2 import Environment, FileSystemLoader
+import json
+
+technologies = {}
+
+with open("../../data.json", 'r') as datafile:
+    data = json.loads(datafile.read())
+
+for technology in data["technologies"]:
+    technologies[technology] = {"link_id": data["technologies"][technology], "entries": []}
+
+for repository in data["repositories"]:
+    repo_technologies = repository["technologies"]
+    for repo_technology in repo_technologies:
+        if not technologies.get(repo_technology, False):
+            technologies[repo_technology] = {"link_id": repo_technology.lower(), "entries": []}
+        technologies[repo_technology]["entries"].append(repository)
+
+env = Environment(loader = FileSystemLoader(".."))
+
+template = env.get_template("README.j2")
+
+categories = []
+for key, value in zip(technologies.keys(), technologies.values()):
+    categories.append({"title": key, "link_id": value["link_id"], "entries": value["entries"]})
+
+categories = sorted(categories, key=lambda x: x["title"].upper())
+for category in categories:
+    category["entries"] = sorted(category["entries"], key=lambda x: x["name"].upper())
+
+sponsors = data["sponsors"]
+
+output = template.render(categories=categories, sponsors=sponsors)
+
+open("README.md", "w").write(output)