Best Diagnostic AI Skills & MCP Servers
15 curated Diagnostic skills and MCP servers — install any of them into Claude, Cursor, ChatGPT, n8n, or any AI stack with one command.
Redis Diagnostics
MCP server for Redis diagnostics — analyze memory usage, slowlog, client connections, and keyspace health with AI-powered recommendations
Jvm Diagnostics
MCP server for JVM diagnostics — analyze thread dumps, detect deadlocks, parse GC logs, and get JVM tuning recommendations
Lint
MCP server for linters — structured ESLint, Prettier, and Biome diagnostics for AI agents
Probe
MCP server validation CLI — fast pre-publish diagnostic for Model Context Protocol servers. Schema validation, tool/resource/prompt health checks, scorecard reporting, CI-ready exit codes.
Lsp
Simple Language LSP-MCP bridge — definition, references, hover, symbols, and diagnostics via MCP. Native binary, no Node.js runtime needed.
T32 Lsp
TRACE32 CMM language server via MCP — parse, diagnostics, completions, hover, symbols, and CLI validation for PRACTICE scripts. Native binary, no Node.js runtime needed.
Coolify
MCP server for Coolify — 42 optimized tools for infrastructure management, diagnostics, and documentation search
Swatchbook
Model Context Protocol server for swatchbook — exposes a DTCG project's tokens, axes, and diagnostics to AI agents without running Storybook.
Memorydetective
MCP server for iOS leak hunting and performance investigation. 42 tools across .memgraph, .trace, and .mxdiagnostic files. v1.18 adds analyzeMetricKitPayload (42nd tool, post-mortem production-diagnostics from MetricKit JSON payloads — crash clusters, han
K8S Helm
Production-grade Kubernetes MCP Server - Complete kubectl coverage with Infrastructure Protection, Helm support, Diagnostics, Response Caching, 269 tools, Direct Exec, OpenTelemetry
Cli
NeuroDock installer and diagnostic CLI — wires the MCP servers, manages plugins, and validates your profile.
Ssh
MCP server for SSH operations with built-in diagnostics
Authentik Diag
MCP server for Authentik API with diagnostic and read-only capabilities
Java Backend Suite
Complete MCP suite for Java backend developers — database analysis, JVM diagnostics, migration risk, Spring Boot actuator analysis, and Redis diagnostics
Blogburst
MCP server for BlogBurst — your Virtual CMO. Autonomous AI marketing agent: auto-post to Twitter/X, Bluesky, Telegram, Discord, auto-engage (replies, likes, follows), SEO/GEO audits, competitor intelligence, community scanner, growth diagnostic, task mana
About Diagnostic skills on iClaude
iClaude is the universal install layer for AI skills. Every Diagnostic skill on this page can be installed into Claude Code, Claude Desktop, Cursor, ChatGPT, n8n, Codex, and more — using a single copy-paste command. No config drift, no per-stack adapters, no manual MCP wiring.