In this article, we study the existence and multiplicity of solutions to the fractional Kirchhoff Hardy problem involving weighted Choquard and singular nonlinearity M(parallel to u parallel to(2)) (-Delta)(s) u - gamma u/vertical bar x vertical bar(2s) = lambda l(x)/u(q) + 1/vertical bar x vertical bar(alpha) (integral(Omega) r(y)vertical bar u(y)vertical bar(p)/vertical bar y vertical bar(alpha)vertical bar x - y vertical bar(mu) dy) r(x)vertical bar u vertical bar(p-2)u in Omega, u > 0 in Omega, u = 0 in R-N \ Omega, where Omega subset of R-N is an open bounded domain with smooth boundary containing 0 in its interior, N > 2s with s is an element of (0, 1), 0 < q < 1, 0 < mu < N, gamma and lambda are positive parameters, theta is an element of [1, p) with 1 < p < 2(mu,s,alpha)*, where 2(mu,s,alpha)* is the upper critical exponent in the sense of weighted Hardy-Littlewood-Sobolev inequality. Moreover M models a Kirchhoff coefficient, l is a positive weight and r is a sign-changing function. Under the suitable assumption on l and r, we established the existence of two positive solutions to the above problem by Nehari-manifold and fibering map analysis with respect to the parameters.The results obtained here are new even for s = 1.