We present our two separate tools for data protection measurement and evaluation of websites. The first tool does a generic check on a single website and is openly available for any web user to use when evaluating data protection measures implemented on a website. The second tool was used to perform a more exhaustive evaluation of Swedish municipalities. The work focuses on leakages of personally identifiable information to third parties when a web visitor goes to a website, and in our accompanying website we have also identified measures that web developers could undertake, or that web visitors could request, to improve the data protection of their visitors.