diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md
new file mode 100644
index 00000000..843eb0d2
--- /dev/null
+++ b/CONTRIBUTORS.md
@@ -0,0 +1,19 @@
+# Contributors
+
+## Valued Contributor
+
+- ![yeisonvargasf Badge](https://img.shields.io/badge/yeisonvargasf-Valued%20Contributor-brightgreen) (46 merged PRs)
+
+- ![dylanpulver Badge](https://img.shields.io/badge/dylanpulver-Valued%20Contributor-brightgreen) (29 merged PRs)
+
+## First Contributor
+
+- ![cclauss Badge](https://img.shields.io/badge/cclauss-First%20Contributor-brightgreen) (2 merged PRs)
+
+- ![cb22 Badge](https://img.shields.io/badge/cb22-First%20Contributor-brightgreen) (2 merged PRs)
+
+- ![Zeckie Badge](https://img.shields.io/badge/Zeckie-First%20Contributor-brightgreen) (1 merged PRs)
+
+- ![mwermuth Badge](https://img.shields.io/badge/mwermuth-First%20Contributor-brightgreen) (1 merged PRs)
+
+- ![Jwomers Badge](https://img.shields.io/badge/Jwomers-First%20Contributor-brightgreen) (1 merged PRs)
diff --git a/scripts/generate_contributors.py b/scripts/generate_contributors.py
new file mode 100644
index 00000000..986d9682
--- /dev/null
+++ b/scripts/generate_contributors.py
@@ -0,0 +1,78 @@
+import os
+import requests
+from collections import defaultdict
+
+# Repository details and GitHub token
+GITHUB_REPO = "pyupio/safety"
+GITHUB_TOKEN = os.getenv("YOUR_GITHUB_TOKEN")
+CONTRIBUTORS_FILE = "CONTRIBUTORS.md"
+
+# Tier thresholds
+TIERS = {"Valued Contributor": 10, "Frequent Contributor": 5, "First Contributor": 1}
+
+
+# API request to get merged PRs
+def get_merged_prs():
+    url = f"https://api.github.com/repos/{GITHUB_REPO}/pulls?state=closed&per_page=100"
+    headers = {"Authorization": f"token {GITHUB_TOKEN}"}
+    response = requests.get(url, headers=headers)
+    response.raise_for_status()
+    return response.json()
+
+
+# Count contributions for each user
+def count_contributions(prs):
+    contributions = defaultdict(int)
+    for pr in prs:
+        if pr.get("merged_at"):
+            user = pr["user"]["login"]
+            contributions[user] += 1
+    return contributions
+
+
+# Categorize contributors by tier
+def categorize_contributors(contributions):
+    tiers = {tier: [] for tier in TIERS}
+    for user, count in contributions.items():
+        for tier, threshold in TIERS.items():
+            if count >= threshold:
+                tiers[tier].append((user, count))
+                break
+    return tiers
+
+
+# Generate Shieldify badge
+def generate_badge(user, tier):
+    badge_url = f"https://img.shields.io/badge/{user.replace('-', '--')}-{tier.replace(' ', '%20')}-brightgreen"
+    return f"![{user} Badge]({badge_url})"
+
+
+# Generate CONTRIBUTORS.md content
+def generate_contributors_md(tiers):
+    lines = ["# Contributors\n"]
+    for tier, contributors in tiers.items():
+        if contributors:
+            lines.append(f"## {tier}\n")
+            for user, count in sorted(contributors, key=lambda x: x[1], reverse=True):
+                badge = generate_badge(user, tier)
+                lines.append(f"- {badge} ({count} merged PRs)\n")
+    return "\n".join(lines)
+
+
+# Write the CONTRIBUTORS.md file
+def write_contributors_file(content):
+    with open(CONTRIBUTORS_FILE, "w") as file:
+        file.write(content)
+
+
+def main():
+    prs = get_merged_prs()
+    contributions = count_contributions(prs)
+    tiers = categorize_contributors(contributions)
+    content = generate_contributors_md(tiers)
+    write_contributors_file(content)
+    print(f"{CONTRIBUTORS_FILE} generated successfully.")
+
+
+if __name__ == "__main__":
+    main()