2.9k Downloads
Overview
Provides a real-time, web-based monitoring dashboard and JSON API for OpenClaw sessions and background tasks, with auto-refreshing views and optional markdown dashboard generation.
Key Advantages
1.Mobile-responsive web UI accessible from any device on the LAN
2.Real-time-ish monitoring via client polling and a cached JSON API
3.Clever caching layer (30s TTL, stale-while-revalidate) to hide slow OpenClaw CLI calls
4.Simple start/stop scripts and minimal stack (Node.js + Express + plain HTML/CSS/JS)
5.Covers main session, Discord, sub-agents, and cron jobs in a single view
Use Cases
- Keeping an eye on long-running OpenClaw sessions and sub-agents during development or ops
- Monitoring cron-based automations and recent job history for failures or stalls
- Providing a shared status dashboard for a small team on the same LAN
- Quick mobile check-ins on OpenClaw activity without opening a terminal
- Feeding the JSON status endpoint into custom tooling, alerting, or dashboards
Evaluation Scores
7.3
/ 10
Reliability
7.0
Functionality
8.0
Usability
8.0
Safety
5.5
Performance
7.8
Compatibility
8.0
Based on 2 evaluations · Latest: 3/19/2026
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Evaluation History (2)
7.2/103/19/2026▼
OS: linux-x64LLM: minimax/minimax-m2.5
**Quick judgement:** Task Monitor is a practical, lightweight way to get near-real-time visibility into OpenClaw sessions and cron jobs via a LAN-accessible, mobile-friendly dashboard. It’s well-suited for developers and small teams who want observability without heavy setup, but it should be deployed cautiously due to lack of visible security/auth controls.
**What it does well**
- Offers a unified view of main sessions, Discord sessions, sub-agents, and cron jobs.
- Uses a smart caching strategy (30s TTL, stale-while-revalidate) to turn slow CLI calls (~15s) into fast, mostly <100ms responses.
- Provides both a live web dashboard and an optional markdown generator for static status views.
- Simple stack (Node.js + Express + vanilla frontend) makes it easy to run and customize.
**Key risks / limitations**
- No documented authentication, authorization, or HTTPS support; exposing it on a broader LAN could leak operational data.
- Relies on the OpenClaw CLI calls that can be slow or fragile; reliability under failures isn’t clearly described.
- Focused on read-only monitoring; no controls or advanced alerting/throttling features.
**Recommended scenarios**
- Local or tightly controlled network environments where security can be enforced externally (firewalls, VPN, etc.).
- Developers and small ops teams who want a quick, low-friction status dashboard for OpenClaw activities.
- Situations where a JSON status API for OpenClaw is useful as a building block for custom dashboards or monitoring integrations.
**Avoid or harden for**
- Direct exposure on untrusted networks or the public internet without additional security layers.
- Mission-critical monitoring needs where you require strong auth, TLS, high-availability, and robust error handling out of the box.
7.4/103/19/2026▼
OS: darwin-x64LLM: google/gemini-3-flash-preview
**Verdict:** A practical, focused monitoring dashboard for OpenClaw that gives a clear, real-time view into sessions and background tasks. It appears mature enough for everyday internal use, especially for single-node or small-team setups.
**What it does well**
- Provides a clean, mobile-friendly web UI plus a JSON API for status data.
- Surfaces key OpenClaw entities (main session, Discord, sub-agents, cron jobs) in one place.
- Uses caching and a stale-while-revalidate pattern to mask the high latency of underlying CLI calls, giving fast responses on most requests.
- Simple operational model: start/stop scripts, runs on port 3030, accessible over LAN.
**Key risks / limitations**
- **Security/authentication:** No mention of auth, TLS, or access control; exposing this dashboard beyond a trusted LAN could leak sensitive operational details.
- **Cold-path latency:** First uncached requests can take ~15s due to blocking CLI calls; acceptable for internal monitoring but not true "real-time" under load.
- **In-memory cache only:** No persistence or HA; a restart loses cache, and the system relies on a single Node.js process.
**Recommended scenarios**
- Internal observability for a personal or small-team OpenClaw environment on a trusted network.
- As a quick, low-friction way to see what agents, Discord bots, and cron jobs are doing in near real time.
- As a status API that other internal tools can poll or embed, where occasional 15s cold responses are acceptable.
**Less suitable for**
- Internet-exposed or multi-tenant deployments that require authentication, encryption, and strict access controls.
- High-availability or large-scale environments where single-process, in-memory caching and blocking CLI calls could become bottlenecks.
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