For the F chord at the ends of the choruses and verses, you can play:
E|--------------|
B|--------------|
G|--------------|
D|--3--2--0-----|
A|-----------3--|
E|--------------|

[Verse 1]
                        G        F
In the times I dream of Jesus
                                  C
It's like he's coming through the walls
                       G                F
When I'm working at my desk at night
                            C      F C
I hear his footsteps in the hall

                          G           F
You can believe me, not believe me
                         C
I'm just a bird upon the sill
                                  G             F
And these words just course right through me
                     C      F C
Like water through a mill

[Chorus]
         G
He was a rebel jew
         F
He was a rebel jew
       C
And he died for you and your sins
         G
He was a rebel jew
         F
He was a rebel jew
         C   F C
Let him in

[Verse 2]
                     G        F
Sometimes I dream of Texas
                               C
Yeah, it's the biggest part of me
                             G               F
And the planes look like the sea at night
                       C      F C
Oh, she wants to be so free

[Chorus]
         G
She is a rebel state
         F
She is a rebel state
         C
And it's not too late for her to break
       G
From a sick, sick union
   F                      C      F C
An unhealed wound and separate

C    F C    F C

[Verse 3]
                        G          F
All the time I dream of Michele
                      C
And the towers in her mind
                         G          F
Some women lie down with killers
                       C      F C
Oh, my baby's not that kind

[Chorus]
         G
She is a real good girl
              F
Yeah, she's a real good girl
        C
And she stops the world so I can't see
             G
That she's a good, good girl
  F                  C    F C
A good, good girl to me