please provide more details about your project architecture. Did you place the libraries in WEB-INF\lib? Does Eclipse see them (in Project Explorer)? If not: call "Refresh" in the Project Explorer context menu.
There should be no difference beetween starting from eclipse and starting by console.
If you start it from eclipse: did you check that the deployed WAR file contains your JARs?