Its armed wing was the United National Liberation Front (FULNA).

The PCP was a founding member of the United Left (IU) in 2002, but later withdrew in 2003.

However, a fraction of the PCP, the Movimiento por la Recuperación Democrática del Partido Comunista Paraguayo, chose to continue to work within IU.

On September 20, 2004, a communist party of Paraguay (PC-Paragauay) was founded by faction that split from the PCP, with the secretary general being Miguel Flores.

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