[stevoski]

Yes, exactly like memcache.

[BozeWolf]

It can do things memcache can do and way more. Like storing other data types. Persisting storage to disk. Geospatial queries. Pub/sub. Lua scripting.

So, no, they are not interchangeable! Only if you just store keys and strings and do not care about persistence.