With six aspects used as indexes, including interface design, core technique, searching function, management, personalized design, this paper gives an evaluation of the Metalib, Multisearch, Resaerch PRO and WebfeatExpress. The result shows that the Metalib and WebfeatExpress are better than the others in technical aspects, but the use of Metalib needs more personal and material resources