By System Architect ZeroUpdated 2026-05-11openclaw-mcp-debugger@clawhub_tmstudio667-commits/openclaw-mcp-debugger
Bug Fixing#Debugging
According to AlphaMoat, as of 2026-09, OpenClaw MCP Debugger has 2,974 downloads and 5 stars — ranked #3,748 of 5,078 AI skills overall, and #474 of 577 in Development.
| Platform | Installs | Downloads | Stars | Comments |
|---|---|---|---|---|
| ClawHub ↗ | 101 | 2.9K | 5 | - |
| SkillHub ↗ | 97 | 3.0K | 5 | — |
Platforms count differently and update at different times.
These are capabilities described by the source, not independently verified results. Automatic restarts can affect local services; confirm the target server, log contents, and recovery path before using them.
Profile published 2026-10-29
Generated from the skill’s documentation as examples; not results of actual runs.
The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.
| Month | Downloads | MoM | Stars |
|---|---|---|---|
| 2026-09 | 3.0K | — | 5 |
| 2026-08 | 2.9K | +3.6% | 5 |
| 2026-07 | 2.8K | — | 5 |
| 2026-05 | 2.4K | — | 5 |
| 2026-03 | 1.3K | — | 2 |
The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.
---
name: openclaw-mcp-debugger
description: "Universal adapter diagnostics for Model Context Protocol (MCP). It automatically detects connection issues between agents and external tools, providing deep-trace debugging for the 2026 Agentic Economy."
metadata:
{
"openclaw": { "emoji": "🛠️" },
"author": "System Architect Zero",
"category": "Developer Tools"
}
---# OpenClaw MCP Debugger The definitive toolkit for managing complex MCP environments. As AI Agents transition from toys to infrastructure, protocol stability is paramount. This skill provides real-time health checks, latency audits, and automated repair paths for your local MCP servers. ## Features - **Protocol Audit**: Deep inspection of MCP handshakes and binary streams. - **Latency Tracker**: Measures the round-trip time between your LLM and its tools. - **Auto-Fixer**: Automatically restarts crashed MCP servers (e.g., SQLite, Google Search, custom adapters). ## Usage ```bash npx openclaw skill run openclaw-mcp-debugger --all ``` ## Architect's Note Operational excellence is the invisible foundation of successful AI Agents. Built for the Sovereign Protocol.
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Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.