Why does the coordinate basis for $T_pM$ depend on the coordinate chart we are using? Any two charts containing $p$ agree on some neighborhood of $p$, so shouldn't we be able to find a basis for $T_pM$ that is coordinate-independent? For example, let $M$ be a smooth manifold and let $p \in M$ that is contained in two charts $(U, \varphi)$, $(V, \psi)$. Let $\{\frac{\partial}{\partial x^i}|_p\}$ be a coordinate basis for $T_pM$ with respect to $\varphi$. A basis vector acts on $f \in C^{\infty}M$ by $$\frac{\partial}{\partial x^i}|_p f = \frac{\partial (f \circ \varphi^{-1})}{\partial x^i}(p)$$ Similarly, if $\{\frac{\partial}{\partial \tilde{x}^i}|_p\}$ is a coordinate basis for $T_pM$ with respect to to $\psi$ then $$\frac{\partial}{\partial \tilde{x}^i}|_p (f) = \frac{\partial (f \circ \psi^{-1})}{\partial \tilde{x}^i}(p)$$ But the behavior $\varphi^{-1}$ and $\psi^{-1}$ both map to the same neighborhood of $p$ (the neighborhood can be assumed to be small enough). So why isn't $$\frac{\partial (f \circ \varphi)}{\partial x^i}(p) = \frac{\partial (f \circ \psi)}{\partial \tilde{x}^i}(p)$$
Why are tangent vectors coordinate-dependent?
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The answer is in your question! You asked, "So why isn't $$\frac{\partial (f \circ \varphi)}{\partial x^i}(p) = \frac{\partial (f \circ \psi)}{\partial \tilde{x}^i}(p)? \ \ (*)$$"
The answer is that they ARE equal. Because, in the definition of the tangent space, we equate vectors $v$ in one coordinate, with $w$ in another local coordinates in $R^n$ exactly when one is the image of the differntial of the change of coordinate function, (and not when they are equal in the usual sense) i.e.
$$D(\varphi \circ \psi ^{-1})(v)= w $$
From this it follows that (*) says that we have the same tangent vector up there on the manifold.
$\varphi \circ \psi ^{-1}$ : change of coordinates from an open subset of $R^n$ to another
$v$: vector with initial position at, say q
$w$ : vector with initial position at $\hat{q}=\varphi \circ \psi ^{-1}(q)$, and equal to $D(\varphi \circ \psi ^{-1})(v).$
Note: Think of the open unit ball in $R^2$ as a manifold. Now, a chart of M, can be the identity from open ball to M. Another chart can be the rotation of the open ball around $0$, say 45 degrees. So, the tangent vector $\vec{e_1}$ at origin in the first coordinate is equal to the vector ${(1/sqrt(2),1/sqrt(2)}$ at origin, and we must equate them since they must define the same tangent on M.
Just because charts give some basis, why are you expecting it to be invariant? Consider say in $\Bbb R^2$ two independent vectors. This always give a basis for the tangent space at "any" point, but certainly differentiating a function in different directions gives different values. A coordinate choice gives $n$ directions to differentiate, but different choices give different values.