kubeflow/mcp-server

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MCP Server for AI-Assisted Development with Kubeflow Tools

Stars: 44
Forks: 54
Open beginner issues: 0
Indexed issues: 32
Avg merge: 2d 18h
Merged PRs (30d): 29

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 16, 2026
Latest indexed: Sep 18, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue help wanted

Beginner friendly Everything

Open All

32 open issues indexed

bug: tool errors are returned with isError: false Open

Difficulty 3/5 1-2 days Newbie friendliness 74/100

kubeflow/mcp-server#263 · Opened Sep 18, 2026
bug: serverInfo.version reports the FastMCP version instead of kubeflow-mcp's Open

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

kubeflow/mcp-server#261 · Opened Sep 18, 2026
Question: Should run_container_training validate container image references before submission? Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

kubeflow/mcp-server#260 · Opened Sep 18, 2026
Question: Should fine_tune validate Hugging Face model and dataset names before submission? Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

kubeflow/mcp-server#259 · Opened Sep 18, 2026
fix: use VALIDATION_ERROR for invalid model ID in estimate_resources Open

kubeflow/mcp-server#257 · 1 comment · 1 assignee · Opened Sep 17, 2026
fix: validate controller namespace before Kubernetes lookup Open

kubeflow/mcp-server#255 · 1 comment · 1 assignee · Opened Sep 17, 2026
fix: reset semantic embedding cache when tool registry changes Open

kubeflow/mcp-server#252 · 1 comment · 1 assignee · Opened Sep 17, 2026
fix(core): find_tools crashes instead of falling back to keyword search when the embedding model can't load Open

kubeflow/mcp-server#251 · 1 comment · 1 assignee · Opened Sep 16, 2026
fix: validate runtime names before Kubernetes operations Open

kubeflow/mcp-server#249 · 1 comment · 1 assignee · Opened Sep 16, 2026
bug: get_training_events and wait_for_training return SDK_ERROR instead of RESOURCE_NOT_FOUND on 404, tripping circuit breaker Open

kind/bug needs-triage

Difficulty 2/5 1-3 hours Newbie friendliness 82/100

kubeflow/mcp-server#247 · 1 comment · Opened Sep 15, 2026
fix(trainer): inspect_controller reports RBAC and API errors as "no controller pod found" Open

kubeflow/mcp-server#245 · 1 comment · 1 assignee · Opened Sep 14, 2026
fix: add truncation metadata to get_training_events Open

kubeflow/mcp-server#243 · 1 comment · 1 assignee · Opened Sep 14, 2026
get_runtime rejects the torchtune runtime names Trainer ships Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

kubeflow/mcp-server#232 · Opened Sep 12, 2026
Non-ASCII bearer token returns 500 instead of 401 Open

Difficulty 2/5 1-3 hours Newbie friendliness 90/100

kubeflow/mcp-server#229 · 4 comments · Opened Sep 12, 2026
[Discuss]: Updating the Kubeflow MCP Server to MCP 2026-07-28 spec Open

area/core

Difficulty 5/5 Over a week Newbie friendliness 35/100

kubeflow/mcp-server#225 · 4 comments · Opened Sep 7, 2026
fix(core): circuit breaker can get stuck half-open and never recover Open

kubeflow/mcp-server#221 · 1 comment · 1 assignee · Opened Sep 7, 2026
fix(core): log truncation drops the end of the log, where the failure is Open

kubeflow/mcp-server#219 · 1 comment · 1 assignee · Opened Sep 7, 2026
feat(core): add pagination metadata to list_training_jobs Open

kubeflow/mcp-server#207 · 1 comment · 1 assignee · Opened Sep 6, 2026
fix: use lazy formatting for config warning logs Open

kubeflow/mcp-server#205 · 1 comment · 1 assignee · Opened Sep 6, 2026
Bump kubeflow dependency from 0.4.1 to 0.5.0 for milestone 0.2 Open

kubeflow/mcp-server#195 · 1 comment · 1 assignee · Opened Sep 2, 2026
feat(core): MCP Server Card at /.well-known/mcp.json Open

area/core kind/feature

kubeflow/mcp-server#185 · 2 comments · 1 assignee · Opened Aug 25, 2026
feat(core): Agent Skills package and skill:// resources Open

area/core kind/feature

kubeflow/mcp-server#184 · 4 comments · 1 assignee · Opened Aug 25, 2026
feat(core): A2A Agent Card and delegation endpoint Open

area/core kind/feature

kubeflow/mcp-server#183 · 6 comments · 1 assignee · Opened Aug 25, 2026
feat(pipelines): Pipelines client module Open

area/pipelines kind/feature

kubeflow/mcp-server#182 · 10 comments · 1 assignee · Opened Aug 25, 2026
feat(hub): Model Registry client module Open

area/hub kind/feature

kubeflow/mcp-server#181 · 8 comments · 1 assignee · Opened Aug 25, 2026
feat(core): OpenTelemetry metrics, Prometheus scrape, and HTTP RED Open

area/core area/engprod

kubeflow/mcp-server#89 · 4 comments · 1 assignee · Opened Jul 18, 2026
test(trainer): expand unit coverage for trainer MCP tools Open

area/testing area/trainer good first issue help wanted

kubeflow/mcp-server#68 · 10 comments · 1 assignee · Opened Jul 12, 2026
test(core): expand unit coverage for core MCP modules Open

area/core area/testing good first issue help wanted

kubeflow/mcp-server#67 · 7 comments · 1 assignee · Opened Jul 12, 2026
Kubeflow MCP Server 0.1.0 Release Open

area/release

Difficulty 5/5 Over a week Newbie friendliness 20/100

kubeflow/mcp-server#56 · 12 comments · 1 reaction · Opened Jul 12, 2026
Katib (HPO) Client Support for kubeflow-mcp-server Open

area/optimizer

kubeflow/mcp-server#34 · 4 comments · 2 reactions · 1 assignee · Opened Jun 24, 2026
feat: local AI agent with pluggable provider architecture and token-efficient tool discovery Open

area/agents area/core enhancement

kubeflow/mcp-server#15 · 2 comments · 1 assignee · Opened May 12, 2026
SparkClient module for Kubeflow MCP Server Open

area/spark enhancement

kubeflow/mcp-server#5 · 5 comments · 2 reactions · 1 assignee · Opened Apr 23, 2026

kubeflow/mcp-server

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