These tools provide clear visibility into your service consumption, helping you track active requests and manage operational costs before they escalate. By setting granular thresholds and automated alerts, you can prevent unexpected overages and identify patterns in how your systems are being accessed. When selecting a platform, prioritize those that offer real-time reporting dashboards and seamless integration with your existing billing or infrastructure workflows.

Credits management for developers

AIM buddy list for your friends’ Claude Code and Codex usage

Google Analytics for MCP Servers

RelayLM stops AI costs before they explode

Private AI coding usage, right in your Mac menu bar

One governed space for all your enterprise AI.

Track your AI spend and connect it to business outcomes

Usage, cost & audit analytics for Claude Code teams

Last Codex Reset Tracker & Live Forecast

Hard budget caps for LLM APIs — one base_url change

Cap your AI spend before the bill lands

Real-time AI cost tracking in one line of code

Track AI coding token usage by repo, model, and tool

Catch and fix usability issues automatically as you ship

Know exactly what Claude Code costs you

Stop LLM API bills before they happen — not after

Know the water, energy & CO₂ cost of every AI prompt

Your AI bill, broken down by function. Automatically.

Real-time Claude usage Monitor. No more type /usage