0.1.1

This is the first official release of the Kubeflow MCP Server.

pip install kubeflow-mcp==0.1.1

The Kubeflow MCP Server exposes Kubeflow Trainer operations as Model Context Protocol (MCP) tools, letting AI agents plan, submit, monitor, and manage training jobs conversationally. Learn more about the highlights in the blog post:

• Introducing Kubeflow MCP Server

🚀 Features

• feat: add latency benchmarking and HTML reporting for trainer MCP tools (#26 by @haroon0x)
• feat(ci): add weekly OSV-Scanner version bump workflow (#90 by @Kartikeya-trivedi)
• feat: create initial release workflow for automated pypi publishing (#28 by @Krishna-kg732)
• feat(ci): add MCP protocol conformance tests (#81 by @Kartikeya-trivedi)
• feat(ci): replace pip-audit with OSV-Scanner for CVE detection (#30 by @Kartikeya-trivedi)
• feat: add OpenTelemetry tracing for tool calls (#21 by @priyank766)
• feat: add Dockerfile and container image CI (#25 by @SzymonIwaniuk)
• feat: add core MCP server, TrainerClient tools and Resources (#2 by @abhijeet-dhumal)

🐛 Bug Fixes

• fix: prefer project-local configuration (#151 by @pratik-naik003)
• fix: handle non-mapping YAML config (#142 by @pratik-naik003)
• fix: document KUBEFLOW_MCP_INSTRUCTION_TIER environment variable (#146 by @pratik-naik003)
• fix: make CLI serve example copyable (#144 by @pratik-naik003)
• fix: preserve OTLP endpoint query parameters (#140 by @pratik-naik003)
• fix(docs): update SECURITY.md dependency scanning to OSV-Scanner (#147 by @Kartikeya-trivedi)
• fix: clarify update training job confirmation (#129 by @pratik-naik003)
• fix: clarify log format default (#131 by @pratik-naik003)
• fix: nightly security dependency updates (#137 by @github-actions[bot])
• fix: correct OpenTelemetry install warning (#133 by @pratik-naik003)
• fix: correct MCP_TRANSPORT default (#124 by @pratik-naik003)
• fix: correct OpenTelemetry installation command (#127 by @pratik-naik003)
• fix: remove unavailable agent command docs (#125 by @pratik-naik003)
• fix(ci): create GitHub release as draft before uploading assets (#117 by @Krishna-kg732)
• fix(trainer): fallback to previous pod logs on crash and detect OpenS… (#47 by @reckless-sherixx)
• fix(core): pin kubeflow to exact version 0.4.0 (#107 by @myselfkunal)
• fix: codeql issue for incomplete URL substring sanitization (#108 by @jaiakash)
• fix(trainer): inject HF_HOME on fine_tune pods to fix OpenShift PermissionError (#83 by @ptalgulk01)
• fix(core): exempt /health and /ready from DNS rebinding Host/Origin validation (#94 by @Nagasirikancha)
• fix: unify make verify with pre-commit and document uv setup (#98 by @Solaris-star)
• fix(core): mask bare token fields in audit logs (#93 by @FAUST-BENCHOU)
• fix(core): add HTTP health probes (#88 by @floze-the-genius)
• fix(trainer): detect OpenShift pip permission error and document work… (#46 by @priyank766)
• fix: suggest valid HuggingFace model IDs when the format check fails (#43 by @AhmedDlshad007)
• fix(trainer): workaround torchtune top-level HF dataset paths (#45 by @reckless-sherixx)
• fix(trainer): execute top-level train calls and strictly validate func_args (#31 by @reckless-sherixx)

⚙️ Miscellaneous Tasks

• chore: expand unit coverage for monitoring tools and is_mcp_managed (#68) (#114 by @ptalgulk01)
• chore(ci): bump actions/checkout from 4.3.1 to 7.0.1 (#113 by @dependabot[bot])
• chore: add unit tests for training tools confirmed paths (#68) (#150 by @ptalgulk01)
• chore: add unit tests for common utils, types, and constants (#68) (#149 by @ptalgulk01)
• chore(ci): bump actions/download-artifact from 7 to 8 (#136 by @dependabot[bot])
• chore(ci): bump actions/setup-python from 5 to 7 (#102 by @dependabot[bot])
• chore(ci): bump github/codeql-action from 4 to 4.37.4 in the actions group (#135 by @dependabot[bot])
• chore(test): add unit test scaffold with testcase harness (#6 by @abhijeet-dhumal)
• chore(ci): prepare 0.1.0rc1 and MCP Registry metadata (#119 by @abhijeet-dhumal)
• chore(ci): add git-cliff changelog generation and release (#118 by @Raghul-M)
• chore: add jaiakash and Krishna-kg732 as reviewers (#55 by @abhijeet-dhumal)
• chore(docs): add SECURITY.md and expand security model in ARCHITECTURE.md (#14 by @abhijeet-dhumal)
• chore(ci): add workflow to validate uv.lock and check for regressions (#73 by @priyank766)
• chore(docs): add AGENTS.md and Copilot review instructions (#70 by @Raghul-M)
• chore(ci): align pre-commit config with Kubeflow-SDK Introduced check-added-large-files (#71 by @Raghul-M)
• chore(ci): bump actions/setup-python from 5 to 6 (#77 by @dependabot[bot])
• chore(ci): bump actions/github-script from 8 to 9 (#76 by @dependabot[bot])
• chore(ci): bump docker/setup-qemu-action from 3 to 4 (#75 by @dependabot[bot])
• chore(ci): bump astral-sh/setup-uv from 4 to 7 (#74 by @dependabot[bot])
• chore(ci): bump docker/setup-buildx-action from 3 to 4 (#78 by @dependabot[bot])
• chore: added pre-commit to dev dependency group (#86 by @Shaurya2k06)
• chore(docs): add ADOPTERS.md (#69 by @Raghul-M)
• chore: add demo video, Coveralls badge, and DeepWiki badge to README (#64 by @nabsei)
• chore(ci): bump GitHub Actions to latest major versions (#49 by @priyank766)
• chore: add Kubeflow MCP server roadmap (#13 by @abhijeet-dhumal)
• chore: add CI and community hygiene (#3 by @abhijeet-dhumal)
• chore: initialize kubeflow-mcp repository skeleton (#1 by @abhijeet-dhumal)

New Contributors

• @pratik-naik003 made their first contribution in #151
• @ptalgulk01 made their first contribution in #114
• @dependabot[bot] made their first contribution in #113
• @haroon0x made their first contribution in #26
• @Kartikeya-trivedi made their first contribution in #90
• @github-actions[bot] made their first contribution in #137
• @abhijeet-dhumal made their first contribution in #6
• @Raghul-M made their first contribution in #118
• @Krishna-kg732 made their first contribution in #117
• @reckless-sherixx made their first contribution in #47
• @myselfkunal made their first contribution in #107
• @jaiakash made their first contribution in #108
• @Nagasirikancha made their first contribution in #94
• @Solaris-star made their first contribution in #98
• @FAUST-BENCHOU made their first contribution in #93
• @floze-the-genius made their first contribution in #88
• @priyank766 made their first contribution in #46
• @Shaurya2k06 made their first contribution in #86
• @nabsei made their first contribution in #64
• @AhmedDlshad007 made their first contribution in #43
• @SzymonIwaniuk made their first contribution in #25