anything with tinashe in it

https://www.youtube.com/watch?v=Z-48u_uWMHY
or
https://www.youtube.com/watch?v=eRaFMlZ1YHA
or
https://www.youtube.com/watch?v=2d307wz-dHk
or how could u forget the music video of nothing but 4 minutes but straight DOG
https://www.youtube.com/watch?v=eCGV26aj-mM

EDIT: OR THE LEGENDARY ESCO STEP
https://youtu.be/lw3Or6eqIpI?t=2m35s

Beach House - Wishes is great https://www.youtube.com/watch?v=OS6duOoxctw

Also sigur ros have great videos (Glosoli, Saeglopur, hoppipolla, the one with gay little boys ect)

Also not a fan of Grimes but I quite like the music video for Oblivion https://www.youtube.com/watch?v=JtH68PJIQLE

Best one is Vivian Girls though https://www.youtube.com/watch?v=uubJ7IzOrEE

the pharcyde - drop music video has got to be the most memorable for me
https://www.youtube.com/watch?v=co3qMdkucM0

https://www.youtube.com/watch?v=GupJwtLRp8Y

Some great ones directed by Chris Cunningham in the 90s!

https://www.youtube.com/watch?v=UBS4Gi1y_nc

https://www.youtube.com/watch?v=MWCSw_cNxKc

https://www.youtube.com/watch?v=h-9UvrLyj3k

anything by tyler the creator (specifically Yonkers or BUFFALO)

https://www.youtube.com/watch?v=MPkLz2quNOw
this video is amazing

hotline bling

https://www.youtube.com/watch?v=MtxxGnOoctw

no good quality versions that i could find but i saw them live during the 10 year anniversary tour of this album and it ruled so hard

also this is a really intriguing video, i love the message, i think its a fan made video
https://www.youtube.com/watch?v=KXFd2VkNwCU

https://www.youtube.com/watch?v=Rgox84KE7iY

Also stop motion music videos are great

https://www.youtube.com/watch?v=fTH71AAxXmM

i hear you calling

http://i.imgur.com/rKojEMX.gif

https://www.youtube.com/watch?v=TMZi25Pq3T8

https://www.youtube.com/watch?v=tZ5Mu2gs-M8 (Earl Sweatshirt - Grief )
https://www.youtube.com/watch?v=rRxdyftPVeo(Madlib / Lootpack - Hityawitdat)
https://www.youtube.com/watch?v=E2GV7ErWNPo(Blu - The Return)
https://www.youtube.com/watch?v=elVF7oG0pQs(Kanye West - Heard 'Em Say ft. Adam Levine )
Some good rap videos

https://www.youtube.com/watch?v=sKyK1Mme9Sc(TWO DOOR CINEMA CLUB | SUN)
https://www.youtube.com/watch?v=jBCs_xNntMk(Real Estate - Talking Backwards)
https://www.youtube.com/watch?v=FUY9w3zVF1M(Danny Byrd - Grit (ft. Roni Size) / Love You Like This)
https://www.youtube.com/watch?v=menq51AQDIc(SBTRKT - Pharaohs)
https://www.youtube.com/watch?v=m-M1AtrxztU(Clean Bandit - Rather Be)
https://www.youtube.com/watch?v=CAMWdvo71ls(Stromae - Tous Les Mêmes)
https://www.youtube.com/watch?v=KSbA_tm7Ntw(Strange Talk - Climbing Walls)
Some good not-rap videos

anything directed by eric wareheim

https://www.youtube.com/watch?v=jRty2ciWMRA

https://www.youtube.com/watch?v=Fx8pS_sOi-A

havent watched many music videos in a long time but i was always a fan of justice's vids

Justice - New Lands | https://www.youtube.com/watch?v=8DgAfs4FutI
Justice - On'n'on | https://www.youtube.com/watch?v=TIW1m3jbEsg

and my all time fav:

Daft Punk - Da Funk | https://www.youtube.com/watch?v=mmi60Bd4jSs

There's way too many to mention, but the most recent ones that really stood in my memory were

https://www.youtube.com/watch?v=JAd--mEjcco

love the song and the videoclip.

also a bit more trippy vibe

https://www.youtube.com/watch?v=sBzrzS1Ag_g

I always thought dance dance had a pretty funny music video

https://www.youtube.com/watch?v=C6MOKXm8x50

Die Antwoord's stuff is weird but intriguing

https://www.youtube.com/watch?v=AIXUgtNC4Kc

https://www.youtube.com/watch?v=opADNvgeZYY

https://www.youtube.com/watch?v=hgRkZVvCzTw

https://www.youtube.com/watch?v=BeyEGebJ1l4
a legend

This video is fucking amazing https://m.youtube.com/watch?v=2YllipGl2Is
The animation is godly
Edit: it's HeadSplitter by Getter

chris cunningham is a genius
https://www.youtube.com/watch?v=eRvfxWRi6qQ

https://www.youtube.com/watch?v=0TKhP-ybKVs
https://www.youtube.com/watch?v=f7wkRET0hbo

ratatat is good