PCA of equicorrelated assets

You have $n$ assets with unit variance and the same pairwise correlation $\rho$ between every pair. Find the eigenvalues and eigenvectors of the correlation matrix. What fraction of total variance does the first principal component explain, and what happens as $n \to \infty$? For which $\rho$ is the matrix a valid correlation matrix?