Alzheimer’s disease (AD) is characterized by intracellular neurofibrillary tangles. The primary component, hyperphosphorylated Tau (p-Tau), contributes to neuronal death. Recent studies have shown that autophagy efficiently degrades p-Tau, but the mechanisms modulating autophagy and subsequent p-Tau clearance in AD remain unclear. In our study, we first analyzed the relationship between the inflammatory activation and autophagy in brains derived from aged mice and LPS-injected inflammatory mouse models. We found that inflammatory activation was essential for activation of autophagy in the brain, which was neuronal ATG5-dependent. Next, we found that autophagy in cultured neurons was enhanced by LPS treatment of cocultured macrophages. In further experiments designed to provoke chronic mild stimulation of TLR4 without inducing obvious neuroinflammation, we gave repeated LPS injections (i.p., 0.15 mg/kg, weekly for 3 mo) to transgenic mice overexpressing human Tau mutant (P301S) in neurons. We observed significant enhancement of neuronal autophagy, which was associated with a reduction of cerebral p-Tau proteins and improved cognitive function. In summary, these results show that neuroinflammation promotes neuronal autophagy and that chronic mild TLR4 stimulation attenuates AD-related tauopathy, likely by activating neuronal autophagy. Our study displays the beneficial face of neuroinflammation and suggests a possible role in the treatment of AD patients.