In most contexts, it's plural and countable: "There are fifteen people in the room." An effective singular is person: "There is one person in the room". ("Person" has its proper plural persons, but it sounds official or stilted: "Authorized persons only", "Persons tampering with the smoke alarms shall be subject to prosecution", ...)
There is another use of "people", which can take the plural "peoples": "The peoples of the world [which might otherwise be considered distinct] are united in their love of music". But this is a bit specialized.