Mud Volcanoes are much smaller than normal volcanoes and according to Wikipedia, about half of those known to exist are found in coastal Azerbaijan (Figure 1). You can walk right up to the mud volcanoes and see the mud bubbling in the crater (Figures 2, 3). The mud is linked to the deep underlying Maykop Shale which is the source rock for offshore (Caspian) reservoirs.
The mud flows can form lobes downslope. When they dry out, desiccation cracks form (Figure 3).
They are formed by tectonic processes such as the build up of overpressure in compressive settings or by maturation and degassing of rapidly buried organic rich sediments (Planke et al. 2003). On-going rapid sedimentation loads the flanks of anticlines. The shale then rises due to buoyancy to the centre of the anticline (through multiple pipes), and will form a mud volcano close to the sea bed (Figure 4).
Despite creating spectacular geology, mud volcanoes are potential shallow hazards creating drilling problems offshore - i.e., a potential hinderance to reaching the deeper reservoir targets. Added complexity comes from associated radial and concentric patterns of faults (Figures 5, 6).
Reference
Planke, S, Svenen, H, Hovland, M, Banks, D, A, Jamtveit, B. 2003. Mud and Fluid Migration in Active Mud Volcanoes, in Azerbaijan. Geoscience Marine Letters 23, 258 - 268.