Long-standing issue with the Broken Link Checker plugin for WordPress. On some setups, it gets stuck processing the queue due to SQL transaction problems and you can fix it by commenting out the begin/commit/rollback statements.
https://wordpress.org/support/topic/link-checking-not-progressing-broken-transaction-handling/