I'm 3 years late... but I know someone who can help you if you are still here.
His name is Paco, and he is near the Villaverde Alto train and now metro station. His mobile number is +34646839053. He is well known in Madrid and not so expensive.
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No compres animales, ADOPTA
Don't buy pets, adopt them