Stable complexes are typically formed through coordination chemistry where ligands donate electron pairs to the central metal atom/ion. The nature of the ligands, the oxidation state of the metal, and the overall geometry of the complex play significant roles in determining the stability. Common ligands include water, ammonia, carbon monoxide, and various organic molecules.