Best Java AI Skills & MCP Servers

MCP server with built-in tools across multiple domains for AI-assisted JavaScript analysis and security analysis — browser automation, CDP debugging, network monitoring, JS hooks, code analysis, and workflow orchestration

MCP server that gives AI agents instant access to decompiled Java code from Maven dependencies. Blazing fast Java class analysis for Claude, Cursor, and other LLM-powered IDEs.

Symbol Delta Ledger MCP Server - Cards-first code context for polyglot repositories

Generate production-ready Java projects via AI coding agents — MCP server for Trabuco CLI. A native Claude Code plugin is also available: /plugin marketplace add arianlopezc/Trabuco

Core utilities for MCP servers built with ModelFetch

MCP server for understanding Javascript internals from ECMAScript specification. Provides vector search over the ECMAScript spec, section content retrieval, and JavaScript code execution with spec section tracing via engine262.

Deno runtime adapter for MCP servers built with ModelFetch

CLI for MCP servers built with ModelFetch

Complete MCP suite for Java backend developers — database analysis, JVM diagnostics, migration risk, Spring Boot actuator analysis, and Redis diagnostics

Sandboxed code execution — run JavaScript/TypeScript snippets in an isolated VM context.

Release-readiness and app exposure scanner for JavaScript and TypeScript repositories.

MCP server for read-only Shipcheck launch-risk scans on authorized JavaScript and TypeScript repos.

A lightweight MCP (Model Context Protocol) client library for JavaScript and cross-runtime environments, supporting MCP Apps in host applications and multiple storage backends (Memory, File, Redis, Supabase, Neon).

MCP server for Java application profiling via JDK utilities (jcmd, jfr, jps)

TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

MCP server for MemLab heap snapshot analysis — gives AI coding assistants tools to explore JavaScript heap snapshots, find memory leaks, and identify optimization opportunities

FFmpeg MCP server

Model Context Protocol (MCP) server for Java decompilation