K6Mn4O7 was synthesized via the azide/nitrate route from a stoichiometric mixture of the precursors KN3, KNO3, and MnO, and alternatively from the binary constituents K2O and MnO, in an all‐solid state reaction. Its crystal structure [P1, Z = 1, a = 603.46(3), b = 647.69(4), c = 891.36(5) pm, α = 90.477(2)°, β = 108.417(2)°, γ = 115.358(2)°] consists of cluster‐like Mn4O10 units, each composed of four edge sharing MnO4 tetrahedra. The Mn4O10 building blocks, on their part, are linked by six vertices, forming a 2D arrangement, 2∞[Mn4O4/1O6/2]n6–, with the potassium cations occupying the space in between. The temperature dependence of the magnetic susceptibility is dominated by antiferromagnetic coupling along a low‐dimensional magnetic exchange path. The heat capacity reveals no clear sign of long‐range magnetic ordering, supporting an interpretation of K6Mn4O7 as a new low‐dimensional magnetic system.