JingbiaoMei/Tokdash
Tokdash is a tool for DeepSeek Harness. Agent Dashboard: Visualization and analytics for Sessions and Quota Usage. Track, analyze, and optimize token usage across providers with heatmaps, cost tracking, token counting and quota resets..
REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
A broadly compatible local token/cost dashboard for many AI coding agents, but install steps are not visible in the prov
README shows FastAPI/Python 3.10+ badges and a structured multi-language docs layout, but no tests, CI, or dev setup details are visible in the excerpt.
No install command or download-and-execute instructions are shown, and the tool is described as local, so risk cannot be assessed from the given information.
It targets a real pain point by tracking token usage, cost, and quota resets across 20+ agent CLIs including DeepSeek Harness.
Last updated 2026-08-25, not archived, MIT licensed, and the README lists many actively maintained agent integrations.
The README excerpt is mostly badges and agent logos with multi-language links, but no visible installation or usage instructions.
Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.
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Agent Dashboard: Visualization and analytics for Sessions and Quota Usage. Track, analyze, and optimize token usage across providers with heatmaps, cost tracking, token counting and quota resets..
Tokdash has 63 stars and 10 forks on GitHub, last updated 2026-08-25.
Tokdash is distributed under the MIT license.
Tokdash is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.
CLASSIFICATION EVIDENCE
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:anthropic、claude-code、claude-code-plugin、codex-cli、developer-tools、kimi-cli、token-usage、visualization。
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