Hey,
Depending on the specifics of your project maybeAgree. Definitely sounds like SMW (https://semantic-mediawiki.org) is what you are looking for. Later it might or might not make sense for you to switch to using Wikibase, the Wikidata software, or even have your data in Wikidata itself. Having it in a wiki already in a structured format is a good start either way.
Semantic MediaWiki is a better fit though. I recommend you have a look
at it as well.