In an essay entitled The Ecclesiology of Vatican II, Joseph Ratzinger (as of 2011, the current pope) explains a Catholic view of what constitutes a church:
No one can make a Church by himself. A group cannot simply get together, read the New Testament and declare: “At present we are the Church because the Lord [...]