yellow non-photoactive phase (δ-FAPbI 3 ) under ambient conditions poses a serious challenge for practical applications. Inhibiting the δ phase by mixing cation-anion hybrid in FAPbI 3 , has been successful in terms of obtaining high-quality FAbased perovskite films with pronounced ambient stability, [7][8][9] while such composition engineering leads to generally lessthan-ideal power conversion efficiency (PCE) by sacrificing photocurrent density. [10,11] Research endeavors thus have been devoted on developing strategies on stabilizing α-phase without bandgap change, [4,[12][13][14][15] particularly modulating crystallization kinetics to achieve the structural preservation by additive engineering, [1,3,5,6,[16][17][18][19] which thus spurs further strategies for stronger anchoring to advance highly efficient and stable FA-based PSCs. Considering the ionic nature of perovskite materials, lattice anchoring through ionic bonding is much promising to yield highly stabilized FA-based perovskites. [6,[20][21][22][23][24][25][26][27][28][29] Employing halogen based additives for strong ionic bonding with perovskite, [25][26][27][28] especially fluoride with high electronegativity, enables the anchoring of both anions and cations in perovskite, thus leading to superb photo-thermal stability of PSCs over 1000 h. [27] In addition to Formamidinium (FA)-based perovskite promises high power conversion efficiency in photovoltaics while it faces awkward spontaneous yellow phase transition even at ambient conditions. This has spurred intensive efforts which leave a formidable challenge on robust anchoring of the soft perovskite lattice. Present work pioneers the rational design of interfacial ionic-bonding between halogen-terminated nano-MXenes and perovskite for effective retarding of the lattice instability in FA-based perovskites. The robust heterointerface between perovskite and nano-MXenes results also in effectively modulating the deep-energy-level defects, lowering the interfacial charge transfer barrier, and tuning the work function of perovskite films. Benefiting from these merits, unencapsulated FA-based perovskite solar cells after the ionic stabilization (champion efficiency up to 24.17%), maintain over 90% of their initial efficiency after operation at maximum power point under continuous illumination for 1000 h, and retain more than 85% of their initial efficiency even after annealing for 1000 h at 85 °C in inert atmosphere.