diff --git a/CMakeLists.txt b/CMakeLists.txt
index 7b4e0484ab1..702f4e2d096 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -187,14 +187,6 @@ else ()
     set(NO_WHOLE_ARCHIVE --no-whole-archive)
 endif ()
 
-if (NOT CMAKE_BUILD_TYPE_UC STREQUAL "RELEASE")
-    # Can be lld or ld-lld or lld-13 or /path/to/lld.
-    if (LINKER_NAME MATCHES "lld")
-        set (CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} -Wl,--gdb-index")
-        message (STATUS "Adding .gdb-index via --gdb-index linker option.")
-    endif ()
-endif()
-
 if (NOT (SANITIZE_COVERAGE OR WITH_COVERAGE)
     AND (CMAKE_BUILD_TYPE_UC STREQUAL "RELEASE"
         OR CMAKE_BUILD_TYPE_UC STREQUAL "RELWITHDEBINFO"
diff --git a/docker/packager/cctools/Dockerfile b/docker/packager/cctools/Dockerfile
index d986c6a3c86..570a42d42d5 100644
--- a/docker/packager/cctools/Dockerfile
+++ b/docker/packager/cctools/Dockerfile
@@ -1,3 +1,5 @@
+# docker build -t clickhouse/cctools .
+
 # This is a hack to significantly reduce the build time of the clickhouse/binary-builder
 # It's based on the assumption that we don't care of the cctools version so much
 # It event does not depend on the clickhouse/fasttest in the `docker/images.json`
@@ -30,5 +32,29 @@ RUN git clone https://github.com/tpoechtrager/cctools-port.git \
     && cd ../.. \
     && rm -rf cctools-port
 
+#
+# GDB
+#
+# ld from binutils is 2.38, which has the following error:
+#
+#     DWARF error: invalid or unhandled FORM value: 0x23
+#
+ENV LD=ld.lld-${LLVM_VERSION}
+ARG GDB_VERSION=15.1
+RUN apt-get update \
+    && apt-get install --yes \
+        libgmp-dev \
+        libmpfr-dev \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/* /var/cache/debconf /tmp/*
+RUN wget https://sourceware.org/pub/gdb/releases/gdb-$GDB_VERSION.tar.gz \
+    && tar -xvf gdb-$GDB_VERSION.tar.gz \
+    && cd gdb-$GDB_VERSION \
+    && ./configure --prefix=/opt/gdb \
+    && make -j $(nproc) \
+    && make install \
+    && rm -fr gdb-$GDB_VERSION gdb-$GDB_VERSION.tar.gz
+
 FROM scratch
 COPY --from=builder /cctools /cctools
+COPY --from=builder /opt/gdb /opt/gdb
diff --git a/docker/test/fasttest/Dockerfile b/docker/test/fasttest/Dockerfile
index 4cac2ee6135..5d311c673a4 100644
--- a/docker/test/fasttest/Dockerfile
+++ b/docker/test/fasttest/Dockerfile
@@ -83,7 +83,7 @@ RUN arch=${TARGETARCH:-amd64} \
 
 # Give suid to gdb to grant it attach permissions
 # chmod 777 to make the container user independent
-RUN chmod u+s /usr/bin/gdb \
+RUN chmod u+s /opt/gdb/bin/gdb \
   && mkdir -p /var/lib/clickhouse \
   && chmod 777 /var/lib/clickhouse
 
diff --git a/docker/test/integration/base/Dockerfile b/docker/test/integration/base/Dockerfile
index 469251f648c..dc4d470a262 100644
--- a/docker/test/integration/base/Dockerfile
+++ b/docker/test/integration/base/Dockerfile
@@ -11,7 +11,6 @@ RUN apt-get update \
         curl \
         default-jre \
         g++ \
-        gdb \
         iproute2 \
         krb5-user \
         libicu-dev \
@@ -73,3 +72,6 @@ maxClientCnxns=80' > /opt/zookeeper/conf/zoo.cfg && \
 
 ENV TZ=Etc/UTC
 RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
+
+COPY --from=clickhouse/cctools:0d6b90a7a490 /opt/gdb /opt/gdb
+ENV PATH="/opt/gdb/bin:${PATH}"
diff --git a/docker/test/integration/runner/Dockerfile b/docker/test/integration/runner/Dockerfile
index d250b746e7d..d62009f1be3 100644
--- a/docker/test/integration/runner/Dockerfile
+++ b/docker/test/integration/runner/Dockerfile
@@ -30,7 +30,6 @@ RUN apt-get update \
     luajit \
     libssl-dev \
     libcurl4-openssl-dev \
-    gdb \
     default-jdk \
     software-properties-common \
     libkrb5-dev \
@@ -87,6 +86,8 @@ COPY modprobe.sh /usr/local/bin/modprobe
 COPY dockerd-entrypoint.sh /usr/local/bin/
 COPY misc/ /misc/
 
+COPY --from=clickhouse/cctools:0d6b90a7a490 /opt/gdb /opt/gdb
+ENV PATH="/opt/gdb/bin:${PATH}"
 
 # Same options as in test/base/Dockerfile
 # (in case you need to override them in tests)
diff --git a/docker/test/performance-comparison/Dockerfile b/docker/test/performance-comparison/Dockerfile
index c68a39f6f70..f7139275282 100644
--- a/docker/test/performance-comparison/Dockerfile
+++ b/docker/test/performance-comparison/Dockerfile
@@ -9,7 +9,6 @@ RUN apt-get update \
             curl \
             dmidecode \
             g++ \
-            gdb \
             git \
             gnuplot \
             imagemagick \
@@ -42,6 +41,9 @@ RUN pip3 --no-cache-dir install -r requirements.txt
 
 COPY run.sh /
 
+COPY --from=clickhouse/cctools:0d6b90a7a490 /opt/gdb /opt/gdb
+ENV PATH="/opt/gdb/bin:${PATH}"
+
 CMD ["bash", "/run.sh"]
 
 # docker run --network=host --volume <workspace>:/workspace --volume=<output>:/output -e PR_TO_TEST=<> -e SHA_TO_TEST=<> clickhouse/performance-comparison
diff --git a/docker/test/util/Dockerfile b/docker/test/util/Dockerfile
index dc928ba7195..8b949ed95db 100644
--- a/docker/test/util/Dockerfile
+++ b/docker/test/util/Dockerfile
@@ -44,7 +44,6 @@ RUN apt-get update \
         bash \
         bsdmainutils \
         build-essential \
-        gdb \
         git \
         gperf \
         moreutils \
@@ -58,3 +57,6 @@ RUN apt-get update \
     && rm -rf /var/lib/apt/lists/* /var/cache/debconf /tmp/*
 
 COPY process_functional_tests_result.py /
+
+COPY --from=clickhouse/cctools:0d6b90a7a490 /opt/gdb /opt/gdb
+ENV PATH="/opt/gdb/bin:${PATH}"