The development of a general synthetic approach for stable ultrafine heterogeneous nanocatalysts has attracted extensive attentions worldwide. However, the complex synthetic process and structure unstability have been recognized as the bottleneck of their investigation and practical application. Herein, a convenient and high selective platinum nanocatalyst was developed based from crystalline supramolecular hybrid solid materials. The macrocyclic decamethylcucurbit[5]uril (Me 10 CB [5]) and [PtCl 6 ] 2anions were firstly self-assembled into cyrstalline supramolecular solid in the presence of different alkali metal ions (Li + , Na + , K + ). Then, ultrafine platinum (Pt) nanoparticles (NPs) have been successfully synthesized through in-situ reduction of cyrstalline supramolecular assemblies under mild thermal treatment at H 2 atmosphere. Uniform Pt NPs (ca. 3.0 nm) are produced and deposited on Me 10 CB[5] substrate to form M-Pt@Me 10 CB[5] (M=Li + , Na + , K + ) composite materials. The obtained Pt NPs are characterized extensively by a range of physical measurements including X-ray powder diffractions (PXRD), thermogravimetric analyses (TGA), inductively coupled plasma emission spectrometer (ICP), X-ray photoelectron spectroscopy (XPS) and transmission electron microscope (TEM). The morphology and size of Pt NPs can be easily tuned through changing the original supramolecular structures. The different interaction between [PtCl 6 ] 2and Me 10 CB[5] capsulates affects the morphology and size of Pt NPs greatly. Such differences in geometric structures of Pt NPs have a significant impact on their catalytic performance. Moreover, the unique confinement effect provided by the supramolecular assembly as well as the special steric effect offered by macrocyclic Me 10 CB [5] suppresses the growth of Pt NPs during the reduction process. In addition, the atomic level uniform dispersion of Pt ions in ordered crystalline structure of the supramolecular assembly assures the uniform distribution of the final Pt NPs on the intact Me 10 CB [5], which acts as both a stabilizer and support. The Pt NPs obtained from Na + and K + constructed supramolecular assemblies exhibit high activity and chemoselectivity in catalytic hydrogenation of substituted nitrobenzenes to corresponding anilines under mild conditions. Meanwhile, the final Pt NPs also show an excellent stability in recycle test without dramatic loss of activity. This work demonstrates a novel, high-performance catalyst for the chemoselective hydrogenation reaction, and opens up a new approach for the preparation of nanocatalysts, which can be used in many other important fields, such as electrochemistry, energy science and environmental protection.