"Java command reference and usage" matching MCP servers:

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• jons-mcp-java

  jonmmease

  A

  security

  F

  license

  -

  quality

  Provides Java development capabilities through Eclipse JDT.LS, enabling symbol navigation, code diagnostics, workspace searching, and Javadoc access across Java projects.

  Last updated 2025-12-09

  8

• Java Decompiler MCP Server

  RuoJi6

  A

  security

  A

  license

  -

  quality

  An MCP-based Java decompilation tool that uses the CFR decompiler to convert .class and .jar files into readable Java source code. It features multi-threaded batch processing and direct file system output to handle large-scale decompilation while bypassing token limits.

  Last updated 2026-01-23

  6

  72

  MIT

• cursor-usage

  ofershap

  A

  security

  A

  license

  A

  quality

  AI coding usage analytics — track spend, model usage, and costs across Cursor and Claude Code sessions.

  Last updated 2026-02-19

  17

  9

  1

  MIT

• GitHub Copilot Usage MCP

  lucasliet

  -

  security

  A

  license

  -

  quality

  An MCP server that retrieves current GitHub Copilot usage data, including quotas, limits, and usage statistics. It allows AI agents to monitor premium interaction status and detailed account usage via raw or formatted summaries.

  Last updated 2025-12-09

  10

  MIT

• Azure Java SDK MCP Server

  weidongxu-microsoft

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides Azure Java SDK documentation to AI assistants, allowing them to access readme files with introductions, key concepts, and code samples.

  Last updated 2025-05-27

  1

  1

  MIT

• Github MCP Server Java

  parthloglogn

  -

  security

  A

  license

  -

  quality

  A Java implementation of the GitHub MCP (Model Context Protocol) Server using Spring AI. This server provides MCP-compatible tools for interacting with the GitHub API.

  Last updated 2026-03-31

  MIT

• Claude Usage MCP Server

  mvacaporale

  A

  security

  F

  license

  A

  quality

  Fetches and tracks Claude.ai usage data including session and weekly limits with automated daily logging and persistent session management. It allows users to monitor their usage history directly through Claude Code integrated tools.

  Last updated 2026-01-25

  3

• Java Decompiler MCP Server

  RuoJi6

  A

  security

  A

  license

  -

  quality

  An MCP server that uses the CFR decompiler to convert Java .class and .jar files back into readable source code. It supports single-file, batch, and recursive directory decompilation with automated CFR tool management.

  Last updated 2026-01-23

  6

  72

  MIT

• MCP Reference Server

  chrishayuk

  -

  security

  F

  license

  -

  quality

  A comprehensive reference implementation demonstrating all features of the Model Context Protocol (MCP) specification, serving as documentation, learning resource, and testing tool for MCP implementations.

  Last updated 2025-11-27

  1

• Java Class Analyzer MCP Server

  handsomestWei

  A

  security

  A

  license

  -

  quality

  Enables AI tools to analyze Java dependencies by scanning Maven projects, decompiling JAR files, and extracting detailed class information including methods, fields, and inheritance relationships. Solves the problem of AI hallucinations when generating code that calls external dependencies by providing accurate class structures through decompilation.

  Last updated 2025-09-12

  3

  12

  24

  Apache 2.0

• Service Usage API MCP Server

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP Server that enables interaction with Google's Service Usage API, allowing management and control of which Google Cloud Platform APIs and services are enabled for a project.

  Last updated 2025-07-16

• MCP Command Proxy

  Hormold

  -

  security

  A

  license

  -

  quality

  A proxy server that enables AI assistants to run and interact with command-line applications like Expo through the Model Context Protocol (MCP), capturing logs and allowing keypress forwarding.

  Last updated 2025-03-08

  12

  12

  MIT

• Windows Command Line MCP

  alxspiker

  A

  security

  A

  license

  -

  quality

  A secure Model Context Protocol server that allows AI models to safely interact with Windows command-line functionality, enabling controlled execution of system commands, project creation, and system information retrieval.

  Last updated 2025-04-25

  8

  8

  MIT

• mcp-commands

  PuemMTH

  A

  security

  F

  license

  A

  quality

  An MCP server for tracking and managing AI command usage history using a PostgreSQL database. It enables users to log, search, and view statistics for various AI-related commands and their execution contexts.

  Last updated 2026-02-24

  5

• copilot-usage-mcp

  tatsuyamiyazaki

  A

  security

  A

  license

  A

  quality

  An MCP server that retrieves GitHub Copilot usage metrics and seat assignment data across Enterprise, Organization, and Team levels. It allows users to monitor code completions, chat activity, and active user counts through integrated tools.

  Last updated 2026-04-13

  5

  MIT

• DAZ Command MCP Server

  darrenoakey

  -

  security

  F

  license

  -

  quality

  An MCP server that provides session-based shell command execution and file management with intelligent LLM-powered summarization. It enables users to manage isolated workflows and track progress through automated event logging and session history.

  Last updated 2026-03-26

  3

• Java Testing Agent

  ALGeek01

  -

  security

  F

  license

  -

  quality

  Automates Java Maven testing workflows with decision table-based test generation, security vulnerability scanning, JaCoCo coverage analysis, and Git automation.

  Last updated 2025-11-16

• MCP Java Testing Agent

  amyfan7

  -

  security

  F

  license

  -

  quality

  Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle checking through MCP tools. Enables iterative improvement of test coverage and code style until quality goals are met.

  Last updated 2025-11-22

  1

• shadcn-ui MCP Server

  ymadd

  A

  security

  A

  license

  -

  quality

  Helps AI assistants access shadcn/ui component documentation and examples through a TypeScript-based MCP server that provides reference information for component details, usage examples, and search capabilities.

  Last updated 2025-04-14

  4

  1,164

  58

  MIT

• Azure Usage MCP Server

  rithik-perera

  -

  security

  F

  license

  -

  quality

  Enables natural language analysis of Azure usage data from CSV files, providing cost summaries, visualizations, and insights about service and regional spending patterns.

  Last updated 2025-04-25

  1

• Cloudflare MCP with Google

  bighadj22

  -

  security

  F

  license

  -

  quality

  A deployable MCP server template for Cloudflare Workers that provides Google OAuth authentication and comprehensive analytics tracking of tool usage, performance metrics, and user behavior.

  Last updated 2025-06-28

  2

• Unix Manual Server

  tizee

  A

  security

  A

  license

  -

  quality

  Provides Unix command documentation directly within Claude conversations, allowing users to retrieve help pages, man pages, and usage information without leaving the chat interface.

  Last updated 2025-03-04

  3

  2

  MIT

• Dynamic Shell Command MCP

  b48f8f5xg2-blip

  -

  security

  A

  license

  -

  quality

  Enables secure execution of shell commands through a dynamic approval system that prompts for user authorization on first use, with persistent command storage and comprehensive audit logging.

  Last updated 2025-12-06

  Apache 2.0

• Code Reference Optimizer MCP

  FosterG4

  A

  security

  A

  license

  -

  quality

  Extracts minimal, relevant code context from multiple programming languages while analyzing diffs and optimizing imports to reduce token usage for AI assistants. Supports TypeScript/JavaScript, Python, Go, and Rust with token-aware caching.

  Last updated 2025-08-28

  7

  3

  1

  MIT

• Claude MCP Command Server

  kimjungyeol

  -

  security

  F

  license

  -

  quality

  A server implementation for the Model Context Protocol (MCP) that allows Claude AI to execute commands through a command-line interface, enabling direct system interactions from within Claude.

  Last updated 2025-06-26

• Context Optimizer MCP Server

  malaksedarous

  A

  security

  A

  license

  -

  quality

  Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.

  Last updated 2025-08-30

  5

  29

  57

  TypeScript

  MIT

• Command Line Interface

  jon2allen

  -

  security

  A

  license

  -

  quality

  Enables execution of shell commands, directory navigation, and interactive program automation through an enhanced command-line interface. Provides tools for running commands, managing working directories, and handling interactive programs using expect/send sequences.

  Last updated 2026-02-06

  1

  MIT

• Kali SSE MCP Command Executor

  liyue1000

  -

  security

  F

  license

  -

  quality

  Enables secure execution of penetration testing commands on Kali Linux through Server-Sent Events with intelligent command validation, real-time monitoring, and comprehensive audit logging. Designed for authorized security research and penetration testing workflows.

  Last updated 2025-08-21

  1

• Configurable Command MCP

  realmindsai

  A

  security

  F

  license

  -

  quality

  A flexible MCP server that enables users to define and execute arbitrary command-line tools through secure, JSON-based configuration files. It features parameter sanitization, directory scoping, and execution controls to safely integrate CLI utilities with Claude Desktop.

  Last updated 2025-06-19

  1

  1

• Claude TypeScript MCP Servers

  ukkz

  A

  security

  A

  license

  -

  quality

  A collection of Model Context Protocol servers that enable Claude Desktop to provide development assistance capabilities with filesystem, Git, shell command, and web search functionality without incurring API usage costs.

  Last updated 2025-11-25

  2

  19

  MIT

• Reuters Business and Financial

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

  Last updated 2025-12-07

  20

  MIT

• langfuse-mcp-java

  Log-LogN

  A

  security

  A

  license

  B

  quality

  Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

  Last updated 2026-03-25

  9

  55

  1

  MIT

• Google Calendar and Meet MCP

  INSIDE-HAIR

  A

  security

  F

  license

  -

  quality

  Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

  Last updated 2025-08-29

  24

  2

• Run Command MCP Server

  stilllovee

  -

  security

  F

  license

  -

  quality

  Provides tools for executing shell commands both synchronously and asynchronously with real-time output streaming and process management capabilities. It enables users to start background tasks, monitor progress, and manage long-running processes via Stdio or HTTP transports.

  Last updated 2026-01-14

  394

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  security

  A

  license

  -

  quality

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• VSCode Internal Command MCP

  bestK

  -

  security

  F

  license

  -

  quality

  Converts VSCode into an MCP server that enables external clients to remotely execute VSCode internal commands, query workspace information, and interact with the editor through HTTP streaming. Built on the FastMCP framework with security controls and real-time monitoring.

  Last updated 2025-09-19

  61

• MCP Command Server

  Andrew-Beniash

  -

  security

  F

  license

  -

  quality

  A secure server that allows LLM applications like Claude to execute whitelisted system commands with user confirmation and comprehensive security features.

  Last updated 2025-01-30

• Shell Command MCP Server

  kaznak

  A

  security

  A

  license

  -

  quality

  Allows executing shell commands within a secure Docker container through Claude's MCP interface, providing Kubernetes tools and isolated environment without host Docker daemon access.

  Last updated 2025-06-19

  2

  107

  5

  MIT

• Divide and Conquer MCP Server

  landicefu

  A

  security

  A

  license

  -

  quality

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  28

  7

  MIT

• Remote Command MCP Server

  deepsuthar496

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables remote execution of shell commands across different operating systems, automatically handling platform-specific differences between Windows and Unix-like systems.

  Last updated 2025-03-25

  1

  MIT

• JakartaMigration

  adrianmikula

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol (MCP) server that provides AI coding assistants with specialized tools for analyzing and migrating Java applications from Java EE 8 (javax.) to Jakarta EE 9+ (jakarta.).

  Last updated 2026-04-14

  1

• AVD MCP Server

  jramalho

  A

  security

  A

  license

  -

  quality

  Automates Android Virtual Device operations by enabling users to start emulators, execute development commands, and capture screenshots. It facilitates Android testing workflows by returning command outputs and visual feedback directly to AI assistants.

  Last updated 2026-03-03

  1

  6

  MIT

• Command Executor MCP Server

  Sunwood-ai-labs

  A

  security

  F

  license

  -

  quality

  A Model Context Protocol server that allows secure execution of pre-approved commands, enabling AI assistants to safely interact with the user's system.

  Last updated 2024-12-22

  1

  6

  22

• Account and Transaction MCP

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• Memory Shell Detector MCP

  RuoJi6

  A

  security

  A

  license

  -

  quality

  A tool for detecting and cleaning Java memory shells via local or SSH remote execution. It enables AI agents to scan Java processes, analyze suspicious class code, and safely remove memory shells after user confirmation.

  Last updated 2026-01-14

  9

  23

  MIT

• JProfiler

  ej-technologies

  A

  security

  A

  license

  A

  quality

  Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.

  Last updated 2026-04-17

  9

  1

  MIT

• quarkus-mcp-servers

  quarkiverse

  -

  security

  A

  license

  -

  quality

  browse, list and edit filesystem. Implemented in Java/Quarkus with native image (Fast!) available

  Last updated 2026-04-07

  186

  Apache 2.0

• Claude Telemetry MCP

  cordlesssteve

  A

  security

  F

  license

  -

  quality

  Provides comprehensive telemetry and usage analytics for Claude Code sessions, including token usage tracking, cost monitoring, and tool usage patterns. Enables users to monitor their Claude usage with detailed metrics, warnings, and trend analysis.

  Last updated 2025-10-12

  12

• ed-mcp

  ludoplex

  -

  security

  F

  license

  -

  quality

  An ed(1)-inspired MCP server that provides a single-character command protocol for managing Git repositories, GitHub actions, and Fravia web searches. It is optimized to minimize LLM token usage while performing version control and search tasks through concise POSIX shell scripts.

  Last updated 2025-12-20