diff --git a/scripts/apidoc_full.sh b/scripts/apidoc_full.sh
new file mode 100755
index 0000000..bebab10
--- /dev/null
+++ b/scripts/apidoc_full.sh
@@ -0,0 +1,25 @@
+#!/bin/sh
+
+# Generate doxygen documentation with a full config.h (this ensures that every
+# available flag is documented, and avoids warnings about documentation
+# without a corresponding #define).
+#
+# /!\ This must not be a Makefile target, as it would create a race condition
+# when multiple targets are invoked in the same parallel build.
+
+set -eu
+
+CONFIG_H='include/mbedtls/config.h'
+
+if [ -r $CONFIG_H ]; then :; else
+    echo "$CONFIG_H not found" >&2
+    exit 1
+fi
+
+CONFIG_BAK=${CONFIG_H}.bak
+cp -p $CONFIG_H $CONFIG_BAK
+
+scripts/config.pl realfull
+make apidoc
+
+mv $CONFIG_BAK $CONFIG_H
diff --git a/tests/scripts/doxygen.sh b/tests/scripts/doxygen.sh
index 1013cbd..e7758c9 100755
--- a/tests/scripts/doxygen.sh
+++ b/tests/scripts/doxygen.sh
@@ -10,7 +10,7 @@
     exit 1
 fi
 
-if make apidoc > doc.out 2>doc.err; then :; else
+if scripts/apidoc_full.sh > doc.out 2>doc.err; then :; else
     cat doc.err
     echo "FAIL" >&2
     exit 1;
@@ -20,7 +20,7 @@
     grep -v "warning: ignoring unsupported tag" \
     > doc.filtered
 
-if grep "warning" doc.filtered; then
+if egrep "(warning|error):" doc.filtered; then
     echo "FAIL" >&2
     exit 1;
 fi