memory-leak-detection

Detects memory leaks in Node.js/TypeScript MCP servers via static analysis and runtime profiling.

Updated Jan 2, 2026
One-click install
npx skills add https://github.com/mkavalich/Atlassian-MCP --skill memory-leak-detection-mkavalich
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: memory-leak-detection
Source: https://github.com/mkavalich/Atlassian-MCP/tree/main/.claude/skills/memory-leak-detection
Command: npx skills add https://github.com/mkavalich/Atlassian-MCP --skill memory-leak-detection-mkavalich

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires clinic.js, v8, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill offers a comprehensive solution for identifying and mitigating memory leaks in Node.js/TypeScript MCP servers, helping prevent performance degradation and outages.

Core Features & Use Cases

  • Static Analysis: Identifies potential memory leaks through code analysis.
  • Architecture Review: Assesses the server's structure for patterns that can lead to leaks.
  • Runtime Profiling: Measures memory usage under load to detect leaks.
  • Leak Localization: Pinpoints the exact source of memory leaks.
  • Remediation: Provides templates for fixing common memory leak patterns.
  • Use Case: Before deploying a new MCP server to production, use this Skill to ensure it's free of memory leaks that could cause unexpected failures.

Quick Start

Use the memory-leak-detection skill to audit your MCP server for memory leaks.

Frequently Asked Questions about memory-leak-detection

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect memory leaks in a Node.js MCP server?

To detect memory leaks in a Node.js MCP server, use static analysis to identify unbounded caches and event listener leaks, alongside runtime profiling with heap snapshots to measure memory usage under load and pinpoint exact leak sources.

What causes memory leaks in Node.js and TypeScript applications?

Memory leaks in Node.js and TypeScript applications are commonly caused by unbounded caches, event listener leaks, and closure captures. Identifying these patterns through code architecture review and memory monitoring helps prevent performance degradation and outages.

How do I profile memory usage under load to find a leak?

You profile memory usage under load by running runtime diagnostics to measure memory growth and capturing heap snapshots. This localized profiling detects memory leaks by revealing retained objects and abnormal memory allocation patterns during execution.

Does this memory leak detection approach work with clinic.js and v8 tools?

Yes, this memory leak detection approach is designed to work with clinic.js and v8 dependencies. It leverages these tools for runtime profiling and heap snapshot analysis to effectively identify and localize memory leak patterns in Node.js servers.

How do I fix unbounded caches and event listener leaks in Node.js?

You fix unbounded caches and event listener leaks in Node.js by applying remediation templates provided after leak localization. These templates offer targeted code fixes for common memory leak patterns to stabilize server performance.