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[Discuss]: Updating the Kubeflow MCP Server to MCP 2026-07-28 spec

area/coreCore MCP server frameworkCore MCP server framework

Status: Open.

#225 In kubeflow/mcp-server;

· jaiakash opened on Sep 7, 2026

fix(core): bearer credentials survive log redaction

Status: Open.

#223 In kubeflow/mcp-server;

· Neilblaze opened on Sep 7, 2026

fix(core): circuit breaker can get stuck half-open and never recover

Status: Open.

#221 In kubeflow/mcp-server;

· Neilblaze opened on Sep 7, 2026

fix(core): log truncation drops the end of the log, where the failure is

Status: Open.

#219 In kubeflow/mcp-server;

· Neilblaze opened on Sep 7, 2026

fix(trainer): failure hints point at unregistered MCP resource URIs

Status: Open.

#217 In kubeflow/mcp-server;

· Neilblaze opened on Sep 7, 2026

fix: validate log level in get_server_logs

Status: Open.

#214 In kubeflow/mcp-server;

· pratik-naik003 opened on Sep 7, 2026

fix: validate target statuses in wait_for_training

Status: Open.

#212 In kubeflow/mcp-server;

· pratik-naik003 opened on Sep 7, 2026

fix: report zero lines for empty training logs

Status: Open.

#209 In kubeflow/mcp-server;

· pratik-naik003 opened on Sep 6, 2026

feat(core): add pagination metadata to list_training_jobs

Status: Open.

#207 In kubeflow/mcp-server;

· pratik-naik003 opened on Sep 6, 2026

fix: use lazy formatting for config warning logs

Status: Open.

#205 In kubeflow/mcp-server;

· pratik-naik003 opened on Sep 6, 2026

test(chore): add unit tests for health.py tools and metadata

area/coreCore MCP server frameworkCore MCP server framework

area/testingTests and benchmarksTests and benchmarks

Status: Open.

#203 In kubeflow/mcp-server;

· modichika opened on Sep 5, 2026

Bump kubeflow dependency from 0.4.1 to 0.5.0 for milestone 0.2

Status: Open.

#195 In kubeflow/mcp-server;

· abhijeet-dhumal opened on Sep 2, 2026