Too many to read? See the shortlist of the 7 most-used monitoring plugins — one page, ranked by stars.

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Too many to read? See the shortlist of the 7 most-used monitoring plugins — one page, ranked by stars.

Monitoring

Token usage, cost tracking and session monitors.

Observability: token usage, cost tracking, logs, health checks and dashboards. Boring until the first surprise bill. We track 7 repositories in this bucket, 1% of the 714 projects in the directory. Together they hold about 4.9k GitHub stars, though the median project sits near 123 — the headline number comes from a handful of very large repos, as usual in a young ecosystem.

By language the mix is JavaScript (5), TypeScript (2); by license it is MIT (7). 7 of 7 have been pushed since August 2026, so the bucket is still moving. The three largest projects by stars are dsh-ops, dsh-damage-pulse, dsh-usage-stats.

A usage counter is the cheapest early warning you can install. Set one up before optimizing anything. Sort by last update rather than stars for anything you plan to depend on, and open the README before installing: a plugin that is three months stale may still work, but you want to know that going in.

Browsing the whole set instead? The full plugin index lists all 714 repositories with stars, language and last-update date in one table. Adjacent categories worth a look: UI & Themes, Models & Routing, Desktop Apps, Agents & Teams. If you are still choosing a runtime, read the install guide first.

What the data shows: all 7 projects analysed →

All 7 projects in Monitoring

AllUI & ThemesModels & RoutingDesktop AppsAgents & TeamsMarkets & RegistriesSkills & LearningOtherMemory & ContextTerminal & CLIAwesome ListsWorkspace & FilesTools & IntegrationsWeb & BrowserChannels & BotsMonitoring
1
A toolkit for low-level operations in DSH, designed to reduce token usage and task execution time / DSH 底层操作工具插件,旨在减少 Token 消耗与任务耗时
JavaScriptMIT2026-10-21
★ 4k
2
DeepSeek Harness Token 余额监控插件:鲸鱼娘待机/扣费/复苏动画、峰谷计费、连续扣费飘字与会话费用统计。
JavaScriptMIT2026-10-22
★ 275
4
Google Antigravity (agy CLI) models for DeepSeek Harness — streaming chat, thinking, tool activity, usage, in-GUI Google OAuth login
TypeScriptMIT2026-10-23
★ 123
5
DeepSeek Harness 软件公司模式 preset:模拟真实软件公司分部门开发(需求冻结为 Sprint 合同、编码/验收独立、失败硬路由),用户作为公司总监在可视化大画布实时管理进度、子代理调用与 Token,用组织结构对抗长期上下文噪点导致的开发目标跑偏。
JavaScriptMIT2026-08-18
★ 119
6
DSH 个人配置:Token 用量统计 / 成本估算 / 自定义指令 / 外观全局字号 / 桌面宠物(含会话状态概览),纯本地不联网。Personal center for DSH: usage stats, cost estimation, custom instructions, global font size & desktop pet with session overview — all local & offline.
JavaScriptMIT2026-09-28
★ 112
7
DeepSeek Harness (dsh) 自托管多用户云平台:提供隔离工作空间、持久化存储、访问控制与资源配额。Self-hosted multi-user cloud platform for DeepSeek Harness, with isolated workspaces, persistent storage, access control, and resource quotas.
TypeScriptMIT2026-09-20
★ 93