"Thanks for taking the time to meet with Bob and me" is the correct alternative, because if you were to remove "Bob", you'd say: "Thanks for taking the time to meet with me", and not "Thanks for taking the time to meet with I".
Thanks for taking the time to meet with Bob and me. or is it Bob and I?