Congratulations on your new light microscope. I do hope you get the best out of it. I am overjoyed that someone else appreciates the art of microscopy and microbiology.
However, you need to be careful to not strain your eyes. It is recommended to take breaks every 15 minutes to close your eyes or focus on something in the distance to reaccommodate your eyes. And get up every 40 minutes, stretch and correct your posture. And it is recommended to not use a microscope more than 5 hours per day. John has to chase me away from my microscope sometimes to take a break when I sit there for hours, my posture like a Caridea.
Concerning equipment, you will obviously need a scalpel or other sharp blade to make very thin slices of your specimen, as thin as possible. And forceps to move your samples (best just get a whole dissection kit it has everything). Obviously slides and coverslips, pipettes for the stains or water, maybe some tubes. A pen to label your slides. In many staining procedures ethanol or acetone is also used. A waste jar to safely dispose of any chemicals, but be careful what you mix. A rack for staining and containers. I would recommend nitrile gloves, some people are sensitive to latex.
The dyes you use depend on the specimen. For example in histological slides of tissues hematoxylin and eosin are most commonly used (short HE-stain). That's what you most likely saw on your slides, it's blue, purple and pink.
Hematoxylin is a basic compound extracted and oxidised from the logwood tree (Haematoxylum campechianum), and it stains acidic compounds in the cells (or basophilic because they have an affinity for basic substances). For example nucleic acids like DNA or RNA get stained by hematoxylin because they are basophillic. And where are lots of nucleic acids? In the nucleus and ribosomes, that is why they appear blue to purple in the staining because they bind hematoxylin.
Eosin is an acidic compound, and stains basic or acidophilic compounds red or pinkish, like proteins, collagen, cytoplasm, extracellular matrix.
(Ductus epididymidis with HE-stain)
(Tongue HE-stain, pointer marking a ganglion; that is my picture)
Of course there are more specific stains for specific tissues like Golgi's silver staining for neurons.
For plants toluidine blue is often used, high affinity for acidic tissues, and can stain blue to green to purple.
It is often combined with safranin, a basic azine, which is probably the red stain you saw. It stains polysaccharides and lignin, woody parts of the plant. Safranin and astrablue is also often combined, astrablue stains non-lignified parts of the plant.
(Ulex europaeus stem; not my pictures I don't have any samples currently, source Atlas of plant and animal histology)
Safranin is also used in bacteriology, in the famous Gram staining. In Gram staining you use crystal violet (blue/purple), Lugol's iodine solution, then wash it with ethanol and add safranin (red) as a counter stain. Bacteria is gram-positive if the crystal violet stays in their thick murein cell wall, can't be washed out with the ethanol and the bacteria stays blue. Gram-negative appear red because of the counterstain.
(Staphyloccocus aureus (violet, gram positive) & Escherichia coli (red, gram negative); not my picture, source Wikipedia)
However, I am not sure whether you have access to any of those substances, if they are too expensive for you or if they are too hazardous if used in your own room for a prolongued time. Of course those substances need to be stored properly, and your own room is probably not a good place, especially for ethanol or acetone. The fumes. I would recommend to ask your biology or chemistry teacher whether they can recommend anything further and where to buy said solutions in your area, and if they can't they are idiots. There are also many useful resources and tutorials on Youtube.
Another fascinating experiment for your microscope, that you can perform without buying any chemicals, is a hay infusion. You put hay into a container filled with water, and let it sit undisturbed for a week in a sunny area but not in direct harsh sunlight. During that time the microorganisms in the hay are reproducing in the solution, feeding on the polysaccharides of the hay. Protozoans also flourish in the hay infusion and eat the bacteria. It might get cloudy and a bit foul smelling (best not do it in your own room if you don't want to sleep next to a rotting smell).
When you put a drop of the solution onto a slide and look at it in the microscope, you should see a variety of microorganisms like bacteria (like Bacillus subtilis), amoeba, ciliates, heliozoa, algae et cetera. At different depths of the liquid you should find different kinds of organisms, because of differing oxygen content.
However, pathogens can also occur in the hay infusion so handle it carefully and work sterile, wash your hands properly.
And even if you don't work at a morgue you can still get tissue samples to experiment on, after all meat is sold in supermarkets, basically the same as a human body. And at the butchers they even sell organs like chicken hearts, pig kidney, liver, blood et cetera. Or observe your own hair under the microscope.
Which kind of samples and slides were included in your starter kit? Be careful to not leave them lying around in the sunlight, or the stain might fade. Always store them in the proper box.