openclaw-mcp-debuggerUniversal adapter diagnostics for Model Context Protocol (MCP). It automatically detects connection issues between agents and external tools, providing deep-...
Install via ClawdBot CLI:
clawdbot install tmstudio667-commits/openclaw-mcp-debuggerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
A development team building AI agents with multiple MCP tools encounters intermittent connection failures. Using this skill, they run diagnostics to identify a misconfigured SQLite server, automatically restart it, and audit handshake protocols to prevent future disruptions, ensuring reliable agent operations.
An enterprise deploys AI agents for customer service, integrating tools like Google Search via MCP. The skill provides real-time health checks and latency tracking, allowing IT teams to proactively detect slowdowns or crashes, maintain service level agreements, and automate repairs to minimize downtime.
A research lab experiments with custom MCP adapters for data analysis tools. The skill's deep-trace debugging helps validate protocol stability, measure round-trip times for performance optimization, and ensure seamless integration, supporting reproducible experiments in AI-driven research.
A startup scaling its AI agent platform faces challenges with external tool reliability. The skill audits MCP connections across deployments, identifies latency bottlenecks, and automates server restarts, enabling efficient scaling without manual intervention and reducing operational overhead.
Offer the skill as a cloud service with tiered subscriptions, providing continuous monitoring, automated fixes, and premium support. Revenue comes from monthly fees based on usage levels, such as number of agents or tools monitored, targeting enterprises and developers.
Sell perpetual or annual licenses to large organizations for on-premises deployment, including custom integrations and dedicated support. Revenue is generated through upfront license fees and annual maintenance contracts, focusing on industries with strict data governance needs.
Provide a free version with basic diagnostics and latency tracking, while charging for advanced features like automated repair, deep protocol audits, and priority support. Revenue streams include in-app purchases or upgrades, appealing to individual developers and small teams.
💬 Integration Tip
Integrate this skill early in development cycles to preemptively catch MCP issues; use the auto-fixer feature to reduce manual debugging time and ensure stable agent-tool interactions.
Scored Apr 19, 2026
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
通过 macOS Accessibility API 控制小红书（rednote）App。支持私信、评论回复、视频评论读取、搜索、点赞、收藏、作者数据等。需要 Mac + rednote App 可见 + Terminal 辅助功能权限。
AI-first security intelligence with LLM-powered intent analysis. 743+ findings from 361+ skill audits, 25 pattern rules, 22 attack classes.
OpenAMC 本地 MCP 命令调用技能。通过标准化 CLI 接口，允许 AI Agent 主动向本地 MCP Server 发送查询指令以获取全球金融数据。覆盖 A股/港股（AKShare）、美股（yfinance）、宏观经济（FRED/IMF/EconDB）、美国国会（Congress）及衍生品、外汇、大宗...
Build backend AI with Vercel AI SDK v6 stable. Covers Output API (replaces generateObject/streamObject), speech synthesis, transcription, embeddings, MCP tools with security guidance. Includes v4→v5 migration and 15 error solutions with workarounds. Use when: implementing AI SDK v5/v6, migrating versions, troubleshooting AI_APICallError, Workers startup issues, Output API errors, Gemini caching issues, Anthropic tool errors, MCP tools, or stream resumption failures.
Interact with the BNB Chain Model Context Protocol (MCP) server. Use to query DeFi data, get token prices, search documentation, fetch git diffs, and retrieve smart contract source code on BNB Chain.