镜像构建历史
# 2026-08-12 01:07:24 0.00B 配置容器启动时运行的命令
ENTRYPOINT ["sh" "-c" "exec kubeflow-mcp serve --transport ${MCP_TRANSPORT}"]
# 2026-08-12 01:07:24 0.00B 指定运行容器时使用的用户
USER 65532:65532
# 2026-08-12 01:07:24 0.00B 指定检查容器健康状态的命令
HEALTHCHECK {Test:[CMD-SHELL python -c "import urllib.request; urllib.request.urlopen('http://localhost:8000/health', timeout=3)"] Interval:30s Timeout:5s StartPeriod:10s StartInterval:0s Retries:0}
# 2026-08-12 01:07:24 0.00B 声明容器运行时监听的端口
EXPOSE [8000/tcp]
# 2026-08-12 01:07:24 0.00B 设置环境变量 PATH PYTHONUNBUFFERED PYTHONDONTWRITEBYTECODE FASTMCP_HOST MCP_TRANSPORT LOG_FORMAT
ENV PATH=/app/.venv/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin PYTHONUNBUFFERED=1 PYTHONDONTWRITEBYTECODE=1 FASTMCP_HOST=0.0.0.0 MCP_TRANSPORT=http LOG_FORMAT=json
# 2026-08-12 01:07:24 0.00B 添加元数据标签
LABEL org.opencontainers.image.version=0.1.1 org.opencontainers.image.title=kubeflow-mcp org.opencontainers.image.source=https://github.com/kubeflow/mcp-server
# 2026-08-12 01:07:24 0.00B 定义构建参数
ARG VERSION=0.1.1
# 2026-08-12 01:07:24 95.69MB 复制新文件或目录到容器中
COPY /app/.venv /app/.venv # buildkit
# 2026-08-11 22:30:05 0.00B 设置工作目录为/app
WORKDIR /app
# 2026-08-11 22:30:05 4.36KB 执行命令并创建新的镜像层
RUN /bin/sh -c groupadd --gid 65532 kubeflow-mcp && useradd --uid 65532 --gid 65532 --no-create-home --shell /sbin/nologin kubeflow-mcp # buildkit
# 2026-08-05 09:12:35 0.00B 设置默认要执行的命令
CMD ["python3"]
# 2026-08-05 09:12:35 36.00B 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; for src in idle3 pip3 pydoc3 python3 python3-config; do dst="$(echo "$src" | tr -d 3)"; [ -s "/usr/local/bin/$src" ]; [ ! -e "/usr/local/bin/$dst" ]; ln -svT "$src" "/usr/local/bin/$dst"; done # buildkit
# 2026-08-05 09:12:35 36.78MB 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; savedAptMark="$(apt-mark showmanual)"; apt-get update; apt-get install -y --no-install-recommends dpkg-dev gcc gnupg libbluetooth-dev libbz2-dev libc6-dev libdb-dev libffi-dev libgdbm-dev liblzma-dev libncursesw5-dev libreadline-dev libsqlite3-dev libssl-dev make tk-dev uuid-dev wget xz-utils zlib1g-dev ; wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; echo "$PYTHON_SHA256 *python.tar.xz" | sha256sum -c -; wget -O python.tar.xz.asc "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz.asc"; GNUPGHOME="$(mktemp -d)"; export GNUPGHOME; gpg --batch --keyserver hkps://keys.openpgp.org --recv-keys "$GPG_KEY"; gpg --batch --verify python.tar.xz.asc python.tar.xz; gpgconf --kill all; rm -rf "$GNUPGHOME" python.tar.xz.asc; mkdir -p /usr/src/python; tar --extract --directory /usr/src/python --strip-components=1 --file python.tar.xz; rm python.tar.xz; cd /usr/src/python; gnuArch="$(dpkg-architecture --query DEB_BUILD_GNU_TYPE)"; ./configure --build="$gnuArch" --enable-loadable-sqlite-extensions --enable-optimizations --enable-option-checking=fatal --enable-shared $(test "${gnuArch%%-*}" != 'riscv64' && echo '--with-lto') --with-ensurepip ; nproc="$(nproc)"; EXTRA_CFLAGS="$(dpkg-buildflags --get CFLAGS)"; LDFLAGS="$(dpkg-buildflags --get LDFLAGS)"; LDFLAGS="${LDFLAGS:-} -Wl,--strip-all"; arch="$(dpkg --print-architecture)"; arch="${arch##*-}"; case "$arch" in amd64|arm64) EXTRA_CFLAGS="${EXTRA_CFLAGS:-} -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer"; ;; i386) ;; *) EXTRA_CFLAGS="${EXTRA_CFLAGS:-} -fno-omit-frame-pointer"; ;; esac; make -j "$nproc" "EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" "LDFLAGS=${LDFLAGS:-}" ; rm python; make -j "$nproc" "EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" "LDFLAGS=${LDFLAGS:-} -Wl,-rpath='\$\$ORIGIN/../lib'" python ; make install; cd /; rm -rf /usr/src/python; find /usr/local -depth \( \( -type d -a \( -name test -o -name tests -o -name idle_test \) \) -o \( -type f -a \( -name '*.pyc' -o -name '*.pyo' -o -name 'libpython*.a' \) \) \) -exec rm -rf '{}' + ; ldconfig; apt-mark auto '.*' > /dev/null; apt-mark manual $savedAptMark; find /usr/local -type f -executable -not \( -name '*tkinter*' \) -exec ldd '{}' ';' | awk '/=>/ { so = $(NF-1); if (index(so, "/usr/local/") == 1) { next }; gsub("^/(usr/)?", "", so); printf "*%s\n", so }' | sort -u | xargs -rt dpkg-query --search | awk 'sub(":$", "", $1) { print $1 }' | sort -u | xargs -r apt-mark manual ; apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; apt-get dist-clean; export PYTHONDONTWRITEBYTECODE=1; python3 --version; pip3 --version # buildkit
# 2026-08-05 09:04:15 0.00B 设置环境变量 PYTHON_SHA256
ENV PYTHON_SHA256=c08bc65a81971c1dd5783182826503369466c7e67374d1646519adf05207b684
# 2026-08-05 09:04:15 0.00B 设置环境变量 PYTHON_VERSION
ENV PYTHON_VERSION=3.12.13
# 2026-08-05 09:04:15 0.00B 设置环境变量 GPG_KEY
ENV GPG_KEY=7169605F62C751356D054A26A821E680E5FA6305
# 2026-08-05 09:04:15 3.81MB 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; apt-get update; apt-get install -y --no-install-recommends ca-certificates netbase tzdata ; apt-get dist-clean # buildkit
# 2026-08-05 09:04:15 0.00B 设置环境变量 LANG
ENV LANG=C.UTF-8
# 2026-08-05 09:04:15 0.00B 设置环境变量 PATH
ENV PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
# 2026-08-03 08:00:00 78.62MB
# debian.sh --arch 'amd64' out/ 'trixie' '@1785715200'
镜像信息
{
"Id": "sha256:19e74da8bfc6540877051274108f1acfc9141792550ec598aaeb5da16407bb37",
"RepoTags": [
"ghcr.io/kubeflow/mcp-server:latest",
"swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/mcp-server:latest"
],
"RepoDigests": [
"ghcr.io/kubeflow/mcp-server@sha256:9e2d55ed65fc2266cb1aac7421349cc9151b187362ae1482cd9690cc2832c4c9",
"swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/mcp-server@sha256:cf1ef48764925021559bdd7d6cc49f565fd3f27b91d3b6993a0655c91f1938c4"
],
"Parent": "",
"Comment": "buildkit.dockerfile.v0",
"Created": "2026-08-11T17:07:24.054844677Z",
"Container": "",
"ContainerConfig": null,
"DockerVersion": "",
"Author": "",
"Config": {
"Hostname": "",
"Domainname": "",
"User": "65532:65532",
"AttachStdin": false,
"AttachStdout": false,
"AttachStderr": false,
"ExposedPorts": {
"8000/tcp": {}
},
"Tty": false,
"OpenStdin": false,
"StdinOnce": false,
"Env": [
"PATH=/app/.venv/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin",
"LANG=C.UTF-8",
"GPG_KEY=7169605F62C751356D054A26A821E680E5FA6305",
"PYTHON_VERSION=3.12.13",
"PYTHON_SHA256=c08bc65a81971c1dd5783182826503369466c7e67374d1646519adf05207b684",
"PYTHONUNBUFFERED=1",
"PYTHONDONTWRITEBYTECODE=1",
"FASTMCP_HOST=0.0.0.0",
"MCP_TRANSPORT=http",
"LOG_FORMAT=json"
],
"Cmd": null,
"Healthcheck": {
"Test": [
"CMD-SHELL",
"python -c \"import urllib.request; urllib.request.urlopen('http://localhost:8000/health', timeout=3)\""
],
"Interval": 30000000000,
"Timeout": 5000000000,
"StartPeriod": 10000000000
},
"Image": "",
"Volumes": null,
"WorkingDir": "/app",
"Entrypoint": [
"sh",
"-c",
"exec kubeflow-mcp serve --transport ${MCP_TRANSPORT}"
],
"OnBuild": null,
"Labels": {
"org.opencontainers.image.created": "2026-08-11T17:07:04.802Z",
"org.opencontainers.image.description": "MCP Server for AI-Assisted Development with Kubeflow Tools",
"org.opencontainers.image.licenses": "Apache-2.0",
"org.opencontainers.image.revision": "01343cedf646a5f8a6fba1909518d9c4f002a54d",
"org.opencontainers.image.source": "https://github.com/kubeflow/mcp-server",
"org.opencontainers.image.title": "mcp-server",
"org.opencontainers.image.url": "https://github.com/kubeflow/mcp-server",
"org.opencontainers.image.version": "0.1.1"
}
},
"Architecture": "amd64",
"Os": "linux",
"Size": 214904558,
"GraphDriver": {
"Data": {
"LowerDir": "/var/lib/docker/overlay2/22f915000f46c441139e4a615ae55c6488f876b7aa393d4a5d39483e80bd0ff9/diff:/var/lib/docker/overlay2/598cd6afde6ce3a9f046929be1fb8977707aa43d9d2c333a76237cc3033b5088/diff:/var/lib/docker/overlay2/00bd69c6d875fba37a14769b0ac1432632c90a85dcee3610dfc704ffcc234642/diff:/var/lib/docker/overlay2/973febb7f424970bcaa9be4d87ae21eaa568d395cc1aee98893508eb0adba190/diff:/var/lib/docker/overlay2/d843d704ea3c8e3fd87c48e28ef543769281d4d3dc88455ee4fd4e72a37d6d6a/diff:/var/lib/docker/overlay2/faff4113146787f7bb5a6ce2a00d7d8484098129ae09c7d0ce5acd028427696c/diff",
"MergedDir": "/var/lib/docker/overlay2/766d9d0480e93dd15b3cf22dd3bd05125eff36cfb9c500c4c3c1ed250be3a882/merged",
"UpperDir": "/var/lib/docker/overlay2/766d9d0480e93dd15b3cf22dd3bd05125eff36cfb9c500c4c3c1ed250be3a882/diff",
"WorkDir": "/var/lib/docker/overlay2/766d9d0480e93dd15b3cf22dd3bd05125eff36cfb9c500c4c3c1ed250be3a882/work"
},
"Name": "overlay2"
},
"RootFS": {
"Type": "layers",
"Layers": [
"sha256:6f94328331290cbd81edab450664d42da7b64c191416c9346cd5d28c84f76035",
"sha256:eeece50a9eae41fbec657a77c3360a561685b2fc638dbb59c4f59be2e9deb502",
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]
},
"Metadata": {
"LastTagTime": "2026-08-26T15:51:14.996512106+08:00"
}
}