How do you manage normalizing webhook events from each source control provider, i.e. GitHub, GitLab, BitBucket, etc?

I have been interested in building a general purpose CI/CD tool but this part seems like the most "grunt work". Is there an open source library that standardizes webhooks? Or would you be interested in publishing that portion in a library?