Local-first dashboard + MCP server for Claude Code and Codex token usage. MCP-aware, multi-vendor, MIT.
Local-first dashboard + MCP server for Claude Code and Codex token usage. MCP-aware, multi-vendor, MIT.
Token Meter parses the JSONL files that Claude Code and Codex already write to disk and turns them into a real dashboard: cost per project, per model, per MCP tool, per hour. Your data never leaves your machine.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| usage_summary | Daily table of token counts, USD-equivalent cost, and call counts — broken down by day and model |
| recent_sessions | Latest sessions with paste-ready claude --resume / codex resume commands |
| session_tools | Per-tool breakdown inside a session: call count, total tokens, average latency, response size |
| refresh_data | Re-scans your local JSONL logs for new activity, then returns a fresh summary |
{
"mcpServers": {
"token-meter": {
"command": "npx",
"args": ["-y", "@whdrnr2583/token-meter"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
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