It sounds like you are describing a halfway house or a group home. Some of them focus on helping people with mental or physical difficulties, others are designed to provide 'sober living'. You'll also see people who are recently released from prison living in houses like this since it's otherwise hard for them to get jobs or housing.

Just be warned that a huge majority of programs like this are religious in nature so if you aren't particularly religious they might not be a good fit.