diff --git a/clang/lib/Driver/ToolChains/Gnu.cpp b/clang/lib/Driver/ToolChains/Gnu.cpp
--- a/clang/lib/Driver/ToolChains/Gnu.cpp
+++ b/clang/lib/Driver/ToolChains/Gnu.cpp
@@ -1081,7 +1081,8 @@
                        .flag("-m32")
                        .flag("-mabi=n32");
 
-    Multilib M32 = Multilib().flag("-m64").flag("+m32").flag("-mabi=n32");
+    Multilib M32 =
+        Multilib().gccSuffix("/32").flag("-m64").flag("+m32").flag("-mabi=n32");
 
     DebianMipsMultilibs =
         MultilibSet().Either(M32, M64, MAbiN32).FilterOut(NonExistent);
@@ -2120,11 +2121,11 @@
   static const char *const M68kTriples[] = {
       "m68k-linux-gnu", "m68k-unknown-linux-gnu", "m68k-suse-linux"};
 
-  static const char *const MIPSLibDirs[] = {"/lib"};
+  static const char *const MIPSLibDirs[] = {"/libo32", "/lib"};
   static const char *const MIPSTriples[] = {
       "mips-linux-gnu", "mips-mti-linux", "mips-mti-linux-gnu",
       "mips-img-linux-gnu", "mipsisa32r6-linux-gnu"};
-  static const char *const MIPSELLibDirs[] = {"/lib"};
+  static const char *const MIPSELLibDirs[] = {"/libo32", "/lib"};
   static const char *const MIPSELTriples[] = {
       "mipsel-linux-gnu", "mips-img-linux-gnu", "mipsisa32r6el-linux-gnu"};
 
diff --git a/clang/lib/Driver/ToolChains/Linux.cpp b/clang/lib/Driver/ToolChains/Linux.cpp
--- a/clang/lib/Driver/ToolChains/Linux.cpp
+++ b/clang/lib/Driver/ToolChains/Linux.cpp
@@ -261,6 +261,13 @@
   const std::string OSLibDir = std::string(getOSLibDir(Triple, Args));
   const std::string MultiarchTriple = getMultiarchTriple(D, Triple, SysRoot);
 
+  // mips32: Debian multilib, we use /libo32, while in other case, /lib is
+  // used. We need add both libo32 and /lib.
+  if (Arch == llvm::Triple::mips || Arch == llvm::Triple::mipsel) {
+    Generic_GCC::AddMultilibPaths(D, SysRoot, "libo32", MultiarchTriple, Paths);
+    addPathIfExists(D, SysRoot + "/libo32", Paths);
+    addPathIfExists(D, SysRoot + "/usr/libo32", Paths);
+  }
   Generic_GCC::AddMultilibPaths(D, SysRoot, OSLibDir, MultiarchTriple, Paths);
 
   addPathIfExists(D, SysRoot + "/lib/" + MultiarchTriple, Paths);
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/libo32/.keep b/clang/test/Driver/Inputs/debian_6_mips64_tree/libo32/.keep
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64-linux-gnuabi64/4.9/32/crtbegin.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64-linux-gnuabi64/4.9/32/crtbegin.o
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64-linux-gnuabi64/4.9/32/crtend.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64-linux-gnuabi64/4.9/32/crtend.o
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64-linux-gnuabi64/4.9/n32/crtbegin.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64-linux-gnuabi64/4.9/n32/crtbegin.o
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64-linux-gnuabi64/4.9/n32/crtend.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64-linux-gnuabi64/4.9/n32/crtend.o
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/32/crtbegin.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/32/crtbegin.o
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/32/crtend.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/32/crtend.o
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/n32/crtbegin.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/n32/crtbegin.o
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/n32/crtend.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/n32/crtend.o
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/libo32/crt1.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/libo32/crt1.o
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/libo32/crti.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/libo32/crti.o
new file mode 100644
diff --git a/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/libo32/crtn.o b/clang/test/Driver/Inputs/debian_6_mips64_tree/usr/libo32/crtn.o
new file mode 100644
diff --git a/clang/test/Driver/linux-ld.c b/clang/test/Driver/linux-ld.c
--- a/clang/test/Driver/linux-ld.c
+++ b/clang/test/Driver/linux-ld.c
@@ -1039,7 +1039,6 @@
 // CHECK-SPARCV9: "-m" "elf64_sparc"
 // CHECK-SPARCV9: "-dynamic-linker" "{{(/usr/sparcv9-unknown-linux-gnu)?}}/lib{{(64)?}}/ld-linux.so.2"
 
-
 // Test linker invocation on Android.
 // RUN: %clang -no-canonical-prefixes %s -### -o %t.o 2>&1 \
 // RUN:     --target=arm-linux-androideabi -rtlib=platform --unwindlib=platform \
@@ -1455,6 +1454,22 @@
 // CHECK-DEBIAN-ML-MIPS64EL-N32: "-L[[SYSROOT]]/usr/lib"
 //
 // RUN: %clang -no-canonical-prefixes %s -### -o %t.o 2>&1 \
+// RUN:     --target=mips64el-linux-gnuabi64 -rtlib=platform -mabi=32 \
+// RUN:     --gcc-toolchain="" \
+// RUN:     --sysroot=%S/Inputs/debian_6_mips64_tree \
+// RUN:   | FileCheck --check-prefix=CHECK-DEBIAN-ML-MIPS64EL-O32 %s
+// CHECK-DEBIAN-ML-MIPS64EL-O32: "{{.*}}ld{{(.exe)?}}" "--sysroot=[[SYSROOT:[^"]+]]"
+// CHECK-DEBIAN-ML-MIPS64EL-O32: "{{.*}}/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/../../../../libo32{{/|\\\\}}crt1.o"
+// CHECK-DEBIAN-ML-MIPS64EL-O32: "{{.*}}/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/../../../../libo32{{/|\\\\}}crti.o"
+// CHECK-DEBIAN-ML-MIPS64EL-O32: "{{.*}}/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/32{{/|\\\\}}crtbegin.o"
+// CHECK-DEBIAN-ML-MIPS64EL-O32: "-L[[SYSROOT]]/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/32"
+// CHECK-DEBIAN-ML-MIPS64EL-O32: "-L[[SYSROOT]]/usr/lib/gcc/mips64el-linux-gnuabi64/4.9/../../../../libo32"
+// CHECK-DEBIAN-ML-MIPS64EL-O32: "-L[[SYSROOT]]/libo32"
+// CHECK-DEBIAN-ML-MIPS64EL-O32: "-L[[SYSROOT]]/usr/libo32"
+// CHECK-DEBIAN-ML-MIPS64EL-O32: "-L[[SYSROOT]]/lib"
+// CHECK-DEBIAN-ML-MIPS64EL-O32: "-L[[SYSROOT]]/usr/lib"
+//
+// RUN: %clang -no-canonical-prefixes %s -### -o %t.o 2>&1 \
 // RUN:     --target=mips64-unknown-linux-gnu --rtlib=platform \
 // RUN:     --gcc-toolchain="" \
 // RUN:     --sysroot=%S/Inputs/debian_6_mips64_tree \