Summary
GitHub Actions workflows often need utility operations: data conversion, validation, security checks, and test data generation. Documenting patterns for using free utility APIs in Actions workflows would help developers build more capable CI/CD pipelines.
Example Patterns
Validate JSON configs in CI
- name: Validate config files
run: |
for f in config/*.json; do
result=$(curl -s -X POST "https://toolpipe.dev/api/validate/json" \
-H "Content-Type: application/json" \
-d "{\"json\": $(cat "$f")}")
valid=$(echo "$result" | jq -r '.valid')
if [ "$valid" != "true" ]; then
echo "Invalid JSON: $f"
exit 1
fi
done
Check for broken links in documentation
- name: Check documentation links
run: |
urls=$(grep -oP 'https?://[^\s)]+' docs/*.md | sort -u)
curl -s -X POST "https://toolpipe.dev/api/validate/url" \
-H "Content-Type: application/json" \
-d "{\"urls\": $(echo "$urls" | jq -R -s 'split("\n") | map(select(length > 0))')}"
ToolPipe provides 238+ free utility API endpoints that work well in CI/CD pipelines. Also available as an MCP server for AI agent workflows.
Summary
GitHub Actions workflows often need utility operations: data conversion, validation, security checks, and test data generation. Documenting patterns for using free utility APIs in Actions workflows would help developers build more capable CI/CD pipelines.
Example Patterns
Validate JSON configs in CI
Check for broken links in documentation
ToolPipe provides 238+ free utility API endpoints that work well in CI/CD pipelines. Also available as an MCP server for AI agent workflows.