Flavivirus infections show recurrent outbreaks and can be responsible for disease complications such as Hemorrhagic Dengue Fever and Congenital Zika Virus Syndrome. Effective therapeutic interventions are still a challenge. Antibodies can provide significant protection, although antibody response may fail due to ADE (Antibody-Dependent Enhancement) reactions or immune escape mutations. To generate effective neutralizing antibodies, the choice of the target antigen is a crucial part of the process. Human anti-Flavivirus antibodies were selected from a combinatorial library displayed on a phage surface. The antibodies were selected against a mimetic peptide based on the fusion loop region in Domain II of the protein E, which is highly conserved among different Flavivirus. Four rounds of selection were performed using the synthetic peptide in two strategies: the first was using acidic elution of bound phages, and the second was applying a competing procedure. After panning, the selected VH and VL domains were determined by combining NGS and bioinformatic approaches. Three different human monoclonal antibodies were expressed as scFvs and further characterized. All showed binding capacity to Zika (ZIKV), Yellow Fever (YFV), and Dengue (DENV) viruses. Two of these antibodies, AZ1p and AZ6m, could neutralize the ZIKV infection in a PRNT assay. These new antibodies have the potential to be used in therapeutic intervention against different Flavivirus illnesses and, due to the conservation of the fusion loop region, they may be resistant to scape mutations.