cctrack-ai is an open-source command-line tool that enables developers to track and analyze AI token usage from Claude Code and other CLI agents. Below are 8 llm eval & observability apps with similar functionality to cctrack-ai, matched by what each product actually does — not ranked or scored. Explore each to find the closest fit for your use case.
cctrack is an open-source CLI tool for developers to analyze Claude Code JSONL logs, reporting token usage and estimating associated costs. It helps teams monitor and optimize their AI API usage efficiently.
Token Tracker is a free, open-source dashboard that monitors token usage across various AI coding agent CLIs. It provides cost analysis, usage limits, and a privacy-focused local dashboard, helping developers track and manage their AI tool usage efficiently without sharing data externally.
agitrack is an open-source command-line tool that lets developers interactively apply AI-generated code changes and commit them to git with detailed, traceable metadata. It is designed for developers seeking to automate and audit AI-driven code modifications in their projects.
cram-ai is an open-source CLI tool that profiles and audits token usage for AI coding agents, providing evidence-backed optimization and verification. It is designed for developers building or managing LLM-based coding agents.
beacon-ai is an open-source, AI-powered CLI tool for tracking milestones in Claude Code sessions. It provides automated insights and integrates with developer workflows, helping developers manage progress efficiently.
codetrace-ai is an open-source CLI tool that provides autonomous AI-powered architecture visualization, call-graph mapping, and hybrid codebase intelligence. It helps developers analyze, understand, and reverse-engineer large codebases using static analysis, RAG, and agent-based techniques. Ideal for software engineers working with complex projects.
.track — lightweight ticketing & agent coordination for multi-agent coding workflows
traceagently is an open-source CLI tool that provides real-time observability for AI agents, allowing developers to trace every thought, tool call, and error as they occur. It supports integration with popular LLM frameworks and is aimed at AI developers.
