Eugene Debs is the most famous American socialist. He ran for president several times around the beginning of the 20th century as a socialist. Around 1912, the Socialist Party had hundreds-of-thousands of members nationwide. Several mayors were elected under the Socialist Party banner and Debs got hundreds-of-thousands of votes during his runs for the presidency.
Eugene V. Debs Speaks is a collection of his speeches.