Software and content available as one open source download package. Not sure if you can extract the content separately.

Linked open data. More languages to comes. "Downloading is authorized without any prior written permission from the copyright holders provided the source is fully acknowledged. Reproduction of any material related to AGROVOC for resale or any other commercial purposes whatsoever is prohibited without the written permission of the copyright holders." Includes geographic place names.