You can build a Blood Mary web app that reacts to the player's speech and adds custom video processors with a mirror effect, glitch effect, and scary image using Twilio Programmable Video JavaScript SDK and Web Speech API. The app allows players to play the Bloody Mary game by saying the name three times, which triggers different effects such as a glitch, scare, or mirror. The code is available in a GitHub repository for further reference and development.