Display Name
CCDash
Category
Tooling
Sub-Category
Tooling: Usage Monitors
Primary Link
https://github.com/zihenghe04/CCDash
Author Name
zihenghe04
Author Link
https://github.com/zihenghe04
License
MIT
Other License
No response
Description
Self-hosted real-time analytics dashboard for Claude Code CLI usage. Tracks token consumption, cost estimation, model breakdown, cache efficiency, rate limit prediction, and 5h/7d subscription quota -- all by reading local JSONL session files with zero dependencies. Supports multi-server aggregation, webhook alerts, git integration (AI cost per commit), CLI quick-check tool, and a modern dark/light UI. No API key required.
Validate Claims
Clone the repo, run python3 server.py, and open http://localhost:8420. The dashboard immediately reads your local ~/.claude/ session data and displays token usage, cost breakdown, and quota gauges. No configuration or API keys needed for the core features. A live demo is also available at the repo's GitHub Pages site.
Specific Task(s)
Use Claude Code for a few coding sessions, then launch CCDash to see a full breakdown of your token usage, per-model costs, cache hit rates, and quota consumption. Check the Analytics page for model DNA distribution, tool usage patterns, and coding rhythm analysis.
Specific Prompt(s)
No prompts needed -- CCDash is a standalone dashboard, not a Claude Code plugin. Simply run git clone https://github.com/zihenghe04/CCDash.git && cd CCDash && python3 server.py and open http://localhost:8420 in your browser to view your Claude Code usage analytics.
Additional Comments
CCDash fills a gap in the Claude Code ecosystem by providing comprehensive usage analytics for subscription users. It uses only Python stdlib (zero pip dependencies), runs entirely locally, and makes no network calls except optionally to claude.ai for quota data. The project is MIT licensed and actively maintained.
Recommendation Checklist
Display Name
CCDash
Category
Tooling
Sub-Category
Tooling: Usage Monitors
Primary Link
https://github.com/zihenghe04/CCDash
Author Name
zihenghe04
Author Link
https://github.com/zihenghe04
License
MIT
Other License
No response
Description
Self-hosted real-time analytics dashboard for Claude Code CLI usage. Tracks token consumption, cost estimation, model breakdown, cache efficiency, rate limit prediction, and 5h/7d subscription quota -- all by reading local JSONL session files with zero dependencies. Supports multi-server aggregation, webhook alerts, git integration (AI cost per commit), CLI quick-check tool, and a modern dark/light UI. No API key required.
Validate Claims
Clone the repo, run
python3 server.py, and open http://localhost:8420. The dashboard immediately reads your local~/.claude/session data and displays token usage, cost breakdown, and quota gauges. No configuration or API keys needed for the core features. A live demo is also available at the repo's GitHub Pages site.Specific Task(s)
Use Claude Code for a few coding sessions, then launch CCDash to see a full breakdown of your token usage, per-model costs, cache hit rates, and quota consumption. Check the Analytics page for model DNA distribution, tool usage patterns, and coding rhythm analysis.
Specific Prompt(s)
No prompts needed -- CCDash is a standalone dashboard, not a Claude Code plugin. Simply run
git clone https://github.com/zihenghe04/CCDash.git && cd CCDash && python3 server.pyand open http://localhost:8420 in your browser to view your Claude Code usage analytics.Additional Comments
CCDash fills a gap in the Claude Code ecosystem by providing comprehensive usage analytics for subscription users. It uses only Python stdlib (zero pip dependencies), runs entirely locally, and makes no network calls except optionally to claude.ai for quota data. The project is MIT licensed and actively maintained.
Recommendation Checklist