LibGMP https://gmplib.org/ is a GNU library for arbitrary-precision floating point math.

GNU MPFR https://www.mpfr.org/ is a GNU library for "multiple-precision" floating point math

What is the difference *throws things*

Does MPFR just do math at the regular fixed-precision floating point sizes but with more-controlled rounding?