The real catalog of tools for AI agents

Math MCP server for primality, factorization, Java templates, and integer multiplication.

Interact with the Beans CLI issue tracker agentically

Explore, analyze, and decompile Java JAR files via MCP

Maven Central MCP — Java/JVM artifact registry

Drive Java desktop apps from an AI agent, through the JVM's own accessibility tree

Java profiling MCP via jcmd/jfr/jps. Diagnose performance, analyze threads, inspect JFR recordings.

Search Java libraries and artifacts on Maven Central. No key required.

AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++

Java decompiler MCP server. Explore, search, and decompile JAR, WAR, EAR, and AAR bytecode.

Packwright compiles, renders, validates, and captures paired Minecraft Java packs.

Headless Eclipse MAT MCP server for Java heap dump analysis

Ship better Java with your coding agent.

Polyglot MCP test generation with 8-section contract enforcement across Python, TS, Java, Go, C++.

Java class CAFEBABE, bytes discarded

Kotlin/Java library sources, public API and KDoc from the real Maven sources jar, for AI agents

List, search, download and upload files in a NAVER MYBOX (네이버 마이박스) cloud drive.

Forensic archive of javaBin & JavaZone origins (1998-2007) as a signed KCP knowledge web.

AI-assisted COBOL → modern stack bridge. Parse COBOL programs, map to Python/Java/Go, generate t...

Generate wiki docs from source code. Supports PowerShell, Python, Go, C#, Java, COBOL.

Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents