AgentIndex icon
AgentIndex
codex-usage-tracker logo
codex-usage-tracker
★ 196
vs
finopsmcp logo
finopsmcp
★ 19

codex-usage-tracker vs finopsmcp

codex-usage-tracker: Codex Usage Tracker is a local-first tool that provides a dashboard, CLI, and companion plugin for analyzing OpenAI Codex token usage and costs. It reads local log files, indexes usage data into SQLite, and helps developers understand where their credits are being spent.; finopsmcp: Nable is a FinOps MCP server that helps AI agents like Claude and Cursor analyze and optimize cloud, SaaS, and AI spend across various providers. It provides real-time cost data, identifies savings, and proposes remediation actions as pull requests, ensuring agents make cost-aware decisions.

01

TL;DR

codex-usage-tracker logo
codex-usage-trackerObservability · ★ 196

Track and analyze OpenAI Codex token usage and estimated costs locally without uploading logs.

Read codex-usage-tracker full review →
finopsmcp logo
finopsmcpObservability · ★ 19

Analyze reasons for cloud bill increases.

Read finopsmcp full review →
02

Side-by-Side Comparison

Field
codex-usage-tracker logocodex-usage-tracker
finopsmcp logofinopsmcp
Category
Observability
Observability
Stars
★ 196
★ 19
License
MIT
Apache-2.0
Install Command
python -m pip install --user pipx && python -m pipx ensurepath && pipx install codex-usage-tracking && codex-usage-tracker setup
curl -LsSf https://astral.sh/uv/install.sh | sh && uvx nable
Updated
1w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Codex Usage Tracking, Token Management, Analytics Dashboard
FinOps, Cloud Cost Management, AI Agent Tooling
03

Features

codex-usage-tracker logocodex-usage-tracker
01Local-first dashboard with live refresh and various views (Overview, Calls, Threads, Diagnostics).
02Indexes aggregate usage counters and local content evidence into an SQLite database.
03Provides CLI for summaries, queries, CSV export, and support bundles.
04Companion Codex plugin and skills for conversational usage analysis and waste discovery.
05Supports localized UI text for the dashboard, including Simplified Chinese.
finopsmcp logofinopsmcp
01AI Agent Cost Control
02Multi-Cloud & SaaS Cost Visibility
03Local-first & Private Data Handling
04Cost Anomaly Detection & Rightsizing
05Automated Cost Remediation via PRs
04

Use Cases

codex-usage-tracker logocodex-usage-tracker
↳Track and analyze OpenAI Codex token usage and estimated costs locally without uploading logs.
↳Identify threads, models, or subagents that consume the most tokens and contribute to unexpected costs.
↳Optimize usage by identifying high-context, low-cache calls and understanding context bloat in long chats.
↳Use the companion Codex skill to converse with usage data, ask questions, and get recommendations for reducing token waste.
finopsmcp logofinopsmcp
↳Analyze reasons for cloud bill increases.
↳Identify over-provisioned Kubernetes namespaces.
↳Detect unusual cost spikes for timely action.
↳Receive recommendations for rightsizing cloud instances.
↳Automate ticketing for identified cloud waste.
05

Best For

codex-usage-tracker logocodex-usage-tracker
Hidden Gem
finopsmcp logofinopsmcp
—
FAQ

FAQ

What is the difference between codex-usage-tracker and finopsmcp?
Both codex-usage-tracker and finopsmcp are in the Observability category. codex-usage-tracker has 196 stars, while finopsmcp has 19 stars.
Which is better, codex-usage-tracker or finopsmcp?
The best choice depends on your use case. Choose codex-usage-tracker if Track and analyze OpenAI Codex token usage and estimated costs locally without uploading logs., and finopsmcp if Analyze reasons for cloud bill increases..
Is codex-usage-tracker free or open source?
Yes, codex-usage-tracker is open source on GitHub (MIT).
Is finopsmcp free or open source?
Yes, finopsmcp is open source on GitHub (Apache-2.0).
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