Return current Token Plan status (the same numbers shown on the page).

Reads the 5h fixed-window remaining/used percent, time until reset, and weekly window. Use this before any substantial work that will call MiniMax models. If should_pause is true, the agent should sleep until the 5h window resets (see minimax_wait_for_quota).

The web console actually fires two distinct requests; we mirror both so the response matches what the user sees on screen:

1. /v1/api/openplatform/coding_plan/remains?GroupId={gid} powers the "5h 限额 / X% 已用 / 2h56m 后重置" panel.

2. /backend/account/token_plan_credit powers the "套餐用量" panel (total / used / remaining credits).

Auth for both uses the persisted web-session cookies (Camoufox capture). When cookies are missing or stale, the failure body is saved to <data_dir>/last_coding_plan_failure.json so the cause can be diagnosed.

Launch a headful Camoufox browser so the user can log in manually.

Returns once the _token cookie appears in the browser. The server detects login success automatically; no further action needed.

Return only the agent-local 5h observation window (no API call).

Increment the local 5h-window consumption counter by delta.

Call this once per MiniMax API call (or batch) your agent makes. Combined with minimax_status() it lets the agent pace itself without waiting for MiniMax's 5h rate limit to bite.

Block until the 5h window remaining percent exceeds target_remaining_percent.

Polls minimax_status() every poll_seconds and exits when the threshold is satisfied (default = pause_threshold_remaining_pct). Cancellable by closing the MCP connection. Intended for use by an agent that wants to truly pause (not just sleep a fixed amount).

Wipe persisted cookies, session metadata, and window state.

Requires confirm=True to actually delete (otherwise returns a preview of what would be removed).

Quick health check: launch headless Camoufox and load example.com.

Return static configuration + last-known session metadata.