In situ grown C 0.3N 0.7Ti and SiC, which derived from non-oxide additives Ti 3SiC 2, are proposed to densify silicon nitride (Si 3N 4) ceramics with enhanced mechanical performance via hot-press sintering. Remarkable increase of density from 79.20% to 95.48% could be achieved for Si 3N 4 ceramics with 5 vol.% Ti 3SiC 2 when sintered at 1600 °C. As expected, higher sintering temperature 1700 °C could further promote densification of Si 3N 4 ceramics filled with Ti 3SiC 2. The capillarity of decomposed Si from Ti 3SiC 2, and in situ reaction between nonstoichiometric TiC x and Si 3N 4 were believed to be responsible for densification of Si 3N 4 ceramics. An obvious enhancement of flexural strength and fracture toughness for Si 3N 4 with x vol.% Ti 3SiC 2 ( x = 1~20) ceramics was observed. The maximum flexural strength of 795 MPa for Si 3N 4 composites with 5 vol.% Ti 3SiC 2 and maximum fracture toughness of 6.97 MPa·m 1/2 for Si 3N 4 composites with 20 vol.% Ti 3SiC 2 are achieved via hot-press sintering at 1700 °C. Pull out of elongated Si 3N 4 grains, crack bridging, crack branching and crack deflection were demonstrated to dominate enhance fracture toughness of Si 3N 4 composites.