diff --git a/.github/workflows/get_star_ranking.sh b/.github/workflows/get_star_ranking.sh
new file mode 100755
index 00000000000..ac1edc7179e
--- /dev/null
+++ b/.github/workflows/get_star_ranking.sh
@@ -0,0 +1,78 @@
+#!/bin/bash
+
+# GitHub token (replace with your own token)
+GITHUB_TOKEN="blah"
+
+OUTPUT_FILE="top_repos.csv"
+
+# Function to perform the GraphQL query
+perform_query() {
+  local cursor=$1
+  local query
+
+  if [ "$cursor" == "null" ]; then
+    query='{"query": "query { search(query: \"stars:>0\", type: REPOSITORY, first: 100) { edges { cursor node { ... on Repository { nameWithOwner stargazers { totalCount } } } } pageInfo { endCursor hasNextPage } } }"}'
+  else
+    query=$(jq -n --arg cursor "$cursor" \
+      '{query: "query { search(query: \"stars:>0\", type: REPOSITORY, first: 100, after: \($cursor|@json)) { edges { cursor node { ... on Repository { nameWithOwner stargazers { totalCount } } } } pageInfo { endCursor hasNextPage } } }"}')
+  fi
+
+  curl -s -H "Authorization: bearer $GITHUB_TOKEN" -H "Content-Type: application/json" \
+    --data "$query" \
+    https://api.github.com/graphql
+}
+
+# Initial query without a cursor
+result=$(perform_query "null")
+
+# Print the raw result for debugging
+echo "Initial result: $result"
+
+# Check if the result contains errors
+if echo "$result" | jq -e '.errors' > /dev/null; then
+  echo "Error: $(echo "$result" | jq -r '.errors[0].message')"
+  exit 1
+fi
+
+# Extract repositories and next cursor
+repositories=$(echo "$result" | jq -r '.data.search.edges[] | "\(.node.nameWithOwner), \(.node.stargazers.totalCount)"')
+next_cursor=$(echo "$result" | jq -r '.data.search.pageInfo.endCursor')
+has_next_page=$(echo "$result" | jq -r '.data.search.pageInfo.hasNextPage')
+
+# Print CSV header to file
+echo "Rank,Repository,Stars" > "$OUTPUT_FILE"
+
+# Initialize rank
+rank=1
+
+# Continue fetching pages until no more results
+while true; do
+  # Append repositories with rank to file
+  while IFS= read -r line; do
+    echo "$rank,$line" >> "$OUTPUT_FILE"
+    rank=$((rank + 1))
+  done <<< "$repositories"
+
+  # Break the loop if no more pages
+  if [ "$has_next_page" != "true" ]; then
+    break
+  fi
+
+  # Fetch next page
+  result=$(perform_query "$next_cursor")
+
+  # Print the raw result for debugging
+  echo "Result: $result"
+
+  # Check if the result contains errors
+  if echo "$result" | jq -e '.errors' > /dev/null; then
+    echo "Error: $(echo "$result" | jq -r '.errors[0].message')"
+    exit 1
+  fi
+
+  repositories=$(echo "$result" | jq -r '.data.search.edges[] | "\(.node.nameWithOwner), \(.node.stargazers.totalCount)"')
+  next_cursor=$(echo "$result" | jq -r '.data.search.pageInfo.endCursor')
+  has_next_page=$(echo "$result" | jq -r '.data.search.pageInfo.hasNextPage')
+done
+
+echo "Repositories written to $OUTPUT_FILE"