Firefox Does have its own PDF Reader, but you must enable it.
To use Firefox' PDF reader (Which is still in beta, but works well), you must go into about:config and search for pdf.js then you can enable it, I don't remember exactly how I did it but it is self explanatory. Then you must also make sure you don't have another PDF reader that is automatically opening your pdfs in Firefox.