A blind mating structure for blind mating a server with a coolant distribution manifold (201, 202), the blind mating structure comprising: a connector module configured to be coupled to a sliding channel on a server side of the blind mating structure, the sliding channel configured to slide the connector module in a horizontal (x-axis) direction and a vertical (y-axis) direction, the connector module having: one or more fluid connectors coupled to the connector module, a first end of each fluid connector of the one or more fluid connectors configured to be fluidly coupled to a coolant line (131, 132) within the server, and a second end of each fluid connector configured to be blind mated to one of one or more corresponding fluid connectors of the coolant distribution manifold (201, 202) in a server rack when the server is installed into server rack, and a positioning slider coupled to the connector module, the positioning slider configured to apply horizontal force, vertical force, or both horizontal and vertical force, to the connector module as the server is installed into the server rack; and a guiding module, configured to be coupled to the coolant distribution manifold (201, 202), the guiding module having a tapered portion with an opening at a first end of the guiding module, and the guiding module tapering from the first end to a centering point at a second end of the guiding module; wherein the centering point is located in alignment with a center of the first end, wherein the tapered portion is configured to receive the positioning slider from the connector module of the server being inserted into the server rack, and wherein the tapered portion is configured to guide the positioning slider toward the centering point at the second end of the guiding module as the server is inserted further into the server rack, thereby aligning the one or more fluid connectors on the connector module of the server with the one or more fluid connectors on the coolant distribution manifold (201, 202); wherein an orientation of the one or more fluid connectors upon the connector module is selectable or adjustable; and wherein a distance between a center of the positioning slider on the connector module to a location of each of the one or more fluid connectors on the connector module is adjustable. a connector module configured to be coupled to a sliding channel on a server side of the blind mating structure, the sliding channel configured to slide the connector module in a horizontal (x-axis) direction and a vertical (y-axis) direction, the connector module having: one or more fluid connectors coupled to the connector module, a first end of each fluid connector of the one or more fluid connectors configured to be fluidly coupled to a coolant line (131, 132) within the server, and a second end of each fluid connector configured to be blind mated to one of one or more corresponding fluid connectors of the coolant distribution manifold (201, 202) in a server rack when the server is installed into server rack, and a positioning slider coupled to the connector module, the positioning slider configured to apply horizontal force, vertical force, or both horizontal and vertical force, to the connector module as the server is installed into the server rack; and one or more fluid connectors coupled to the connector module, a first end of each fluid connector of the one or more fluid connectors configured to be fluidly coupled to a coolant line (131, 132) within the server, and a second end of each fluid connector configured to be blind mated to one of one or more corresponding fluid connectors of the coolant distribution manifold (201, 202) in a server rack when the server is installed into server rack, and a positioning slider coupled to the connector module, the positioning slider configured to apply horizontal force, vertical force, or both horizontal and vertical force, to the connector module as the server is installed into the server rack; and a guiding module, configured to be coupled to the coolant distribution manifold (201, 202), the guiding module having a tapered portion with an opening at a first end of the guiding module, and the guiding module tapering from the first end to a centering point at a second end of the guiding module; wherein the centering point is located in alignment with a center of the first end, wherein the tapered portion is configured to receive the positioning slider from the connector module of the server being inserted into the server rack, and wherein the tapered portion is configured to guide the positioning slider toward the centering point at the second end of the guiding module as the server is inserted further into the server rack, thereby aligning the one or more fluid connectors on the connector module of the server with the one or more fluid connectors on the coolant distribution manifold (201, 202); wherein an orientation of the one or more fluid connectors upon the connector module is selectable or adjustable; and wherein a distance between a center of the positioning slider on the connector module to a location of each of the one or more fluid connectors on the connector module is adjustable.