This is usually due to using a very old MySQL server (before 3.22.x) which has a different protocol version.
You can take a look at this link to see what all server versions are supported.
To check your server protocol version, go to the MySQL command line and type:
SHOW VARIABLES LIKE "%version%"
SQLyog supports only the protocol version 10.