Token-cost telemetry for OpenClaw, queryable from Claude or any MCP-aware agent. Provides per-agent and per-provider cost attribution, anomaly detection, model-routing recommendations, and 30-day forecasts.
Exposes three MCP tools that let Claude Desktop, Cursor, Claude Code, and Cline query an account's current balance in USD, retrieve token and cost usage statistics for the last N days, and list supported models with per-million-token pricing. Answers questions like "How much have I spent in the last 30 days?" by calling those tools directly from any MCP-compatible client.
Enables Claude Code sessions to check account rate-limit headroom, local token spend, and live session status, with read-only MCP tools for limits, summaries, token usage, and session listing.
Enables local-first tracking of AI token usage and costs from Claude Code and OpenCode, answering queries about tokens, models, sessions, and cost through MCP tools and a CLI, with no network calls.
Provides coding agents with pre-flight cost estimation by analyzing local logs to forecast token usage and quota impact before expensive work, exposing tools for remaining quota, per-task cost estimates, and attempt affordability.