Set or inspect process-level source defaults so later IPMC tool calls can omit source override arguments.

Return a factual overview of current Incubator podlings from podlings.xml lifecycle metadata.

Return per-podling recent deltas the IPMC should scan, excluding unchanged or static fields.

Return a structured factual subset of recent changes: no 12-month releases, large activity shifts, and newly visible reporting or release transitions.

Return podlings with Incubator reporting compliance gaps, excluding activity analysis.

Return objective reporting reliability patterns over time, separating one-off late reporting from repeated late or missing reporting.

Return expected Incubator reporting cadence, due-this-month status, and next expected reporting period from PodlingsMCP.

Return release-governance visibility concerns, including no releases and activity/release mismatches.

Return MailMCP release vote/result thread evidence for one podling alongside IPMC release visibility signals.

Return ReleaseMCP artifact, sidecar, cadence, Incubator naming evidence, and optional release-page and GitHub/Docker Hub/PyPI/Maven distribution hints for one podling.

Refresh cached ASF Incubator report data used by IPMC report-narrative tools.

Refresh cached general@incubator.apache.org message summaries used by IPMC mail evidence tools.

Return current reporting podlings grouped into non-ranked IPMC review buckets: reporting issues, release visibility issues, recent significant changes, and no obvious concerns.

Return report-derived narrative signals such as latest reported issues, recurring issues, low observed mentor sign-off, and release visibility mismatches.

Return concrete mismatches between cached report narrative and current health or release evidence.

Return podlings that match the strict low-delivery, no-release stalled definition.

Return podlings that most need IPMC attention based on combined lifecycle and health signals.

Assess whether a podling appears ready, near ready, or not yet ready for graduation.

Return an IPMC-oriented briefing for a single podling, including status, trajectory, and attention areas.

Return podlings where mentoring intervention appears necessary, with urgency and likely causes.

Return an IPMC-level summary of community health across podlings, including strong patterns, risks, and mentoring-capacity signals.