Abstract Background Adult mammalian cardiomyocytes (CMs) hold limited capacity for self-regeneration, thus leading to permanent loss of functional myocardium once suffering from injury, especially myocardial infarction (MI). Therefore, cardiac regeneration therapy has been regarded as a potential path to help restore damaged tissue. Direct cardiac reprogramming is one of the most promising ways to boost cardiac regeneration as it could convert resident cardiac fibroblasts into functional induced cardiomyocytes (iCMs). However, difficulty of delivery has been one of the biggest problems that hinder the further clinical translation of this technique such as concerns of mostly used retrovirus vectors and lack of fibroblast-specific targeting ability. In our previous research, we have found that after knocking down of Ybx1 gene, single transcriptional factor Tbx5 could induce cardiac reprogramming of fibroblasts without adding traditional Mef2c and Gata4. But whether this cocktail could achieve in vivo direct cardiac reprogramming still remains to be explored. Objective We planned to develop fibroblast-targeting lipid nanoparticles (LNP) to delivery circular RNA(circRNA) of Tbx5 and small interfering RNA(siRNA) of Ybx1 to realize in vivo cardiac reprogramming in a mouse model of myocardial infarction. Results We first screened different formulations of tdTomato mRNA delivered-LNP both in primary neonatal cardiac fibroblasts and in the myocardial infarction model and found that formulation XF4d could realize specific selectively uptake by cardiac fibroblasts instead of cardiomyocytes. Then we succeeded in synthesizing XF4d LNP delivering Tbx5 circRNA and Ybx1 siRNA (LNPXF4d@Tbx5+siYbx1) and validated its stability at 4°C. Next, after infecting LNPXF4d@Tbx5+siYbx1, primary neonatal CFs and mouse embryonic fibroblasts could be reprogrammed into functional iCMs. We further measured the protein expression of Tbx5 and Ybx1 in CFs after LNPXF4d@Tbx5+siYbx1 treatment. What’s more, we used fibroblast-specific lineage tracing mice (Fsp1Cre/tdTomato mice) to prove the successful conversion of resident CFs into iCMs in the mouse model of myocardial infarction by intramyocardial injection of LNPXF4d@Tbx5+siYbx1. At last, we found that LNPXF4d@Tbx5+siYbx1 could help improve cardiac function after injury and reduce fibrosis, as measured by echocardiography and Masson’s trichrome staining. Conclusion We suggest that our fibroblast specific LNPs delivering single transcriptional factors could a promising method to realize in vivo cardiac reprogramming and help treat myocardial injury, with high possibility of clinical translation and less biosafety concerns.Graphical Abstract