Using modified Richardson-Lucy algorithm we reconstruct the primordial power spectrum ( PPS ) from Planck Cosmic Microwave Background ( CMB ) temperature anisotropy data . In our analysis we use different combinations of angular power spectra from Planck to reconstruct the shape of the primordial power spectrum and locate possible features . Performing an extensive error analysis we found the dip near \ell \sim 750 - 850 represents the most prominent feature in the data . Feature near \ell \sim 1800 - 2000 is detectable with high confidence only in 217 GHz spectrum and is apparently consequence of a small systematic as described in the revised Planck 2013 papers . Fixing the background cosmological parameters and the foreground nuisance parameters to their best fit baseline values , we report that the best fit power law primordial power spectrum is consistent with the reconstructed form of the PPS at 2 \sigma C.L . of the estimated errors ( apart from the local features mentioned above ) . As a consistency test , we found the reconstructed primordial power spectrum from Planck temperature data can also substantially improve the fit to WMAP-9 angular power spectrum data ( with respect to power-law form of the PPS ) allowing an overall amplitude shift of \sim 2.5 \% . In this context low- \ell and 100 GHz spectrum from Planck which have proper overlap in the multipole range with WMAP data found to be completely consistent with WMAP-9 ( allowing amplitude shift ) . As another important result of our analysis we do report the evidence of gravitational lensing through the reconstruction analysis . Finally we present two smooth form of the PPS containing only the important features . These smooth forms of PPS can provide significant improvements in fitting the data ( with respect to the power law PPS ) and can be helpful to give hints for inflationary model building .