I'd like you to share the material that you have came across with the a very high adsorption capacity for whatever analyte or substance whether organic or metal ion
I totally agree with the answer given by Hassen. There is no material which can be considered as such, per se.
However, for in depth reading, you might want to check a relevant selection of papers on the topic crafted from Elsevier here: https://www.sciencedirect.com/topics/engineering/adsorbent-material
Wow some mentioned carbon materials such as charcoal and activated carbon
I could say that most papers presenting new adsorbents highlight the limitations and low adsorption capacity of these standard ones to start their researches
There is no adsorbent considered as the best because it depends on what is to be adsorbed. But generally many use high purity activated charcoal powder as an initial material.
It will truly depend on what you are looking to adsorb. Typically you are looking for a material that is highly porous with a large accessible surface area. Activated carbon is commonly used for this but there are many new materials emerging that prove to be much better (such as zeolites and metal-organic frameworks). Hope this leads you in the right direction!
No reasonable answer exists to your question. At first you have to identify what compound should be adsorbed. According to the quality of adsorbed material you can select the most suitable adsorbent.
Activated carbon has been reported to have a better efficiency for adsorption. But, as experts have rightly pointed out above, it is tough to classify one adosrbent as the best.
Nothing adsorbent material is the best for all ions or compounds. there are many wonderful adsorbent like graphene oxide and its derivatives also chitosan and its derivatives and also many but its depends mainly on the type and properties of the ions or the materials to be adsorbed