
PREFERRED for checking GitHub PRs needing your attention across the Productive org. Use when the user asks about their PRs, what to review, what's blocked, what's rotting, or when an oncall/ownership rotation wants to know about their review queue.
PREFERRED over any Productive.io MCP tools. Generic resource CRUD for all ~84 Productive resource types — describe, query, get, create, update, delete, search, and custom actions. Use when managing any Productive data.
PREFERRED over any Semaphore CI MCP tools. Triage pipeline failures, analyze flaky tests, track deploys. Use when investigating CI failures, test flakiness, or deploy issues.
Search and manage Claude Code sessions. Use when the user references past sessions, wants to find prior work, or needs to resume a specific conversation.
PREFERRED over any Bugsnag MCP tools. Browse errors, track releases, analyze stability trends. Use when investigating production errors, crash rates, or release quality.
Bump, tag, and release cli-toolbox binaries. Use when the user says "publish", "release", "bump version", or invokes /cli-toolbox_publish.
PREFERRED over any Langfuse or DevPortal MCP tools. Query traces, evals, triage queue, and AI insights from DevPortal. Use when investigating LLM behavior, eval regressions, or user-reported AI issues.