"Tools and Resources for Accelerating Java Backend and Frontend Development" matching MCP servers:

• autonomous-frontend-browser

  Winds-AI

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  security

  A

  license

  -

  quality

  Enables AI tools to interact with browsers for enhanced frontend development, providing context to LLMs through tools like API call analysis, screenshots, element selection, and documentation ingestion.

  Last updated 2025-09-05

  9

  9

  10

  MIT

• Usage And Billing MCP Server

  BACH-AI-Tools

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  security

  A

  license

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  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

• Development Tools MCP Server

  code-alchemist01

  A

  security

  A

  license

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  quality

  Provides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.

  Last updated 2025-11-15

  42

  9

  2

  MIT

• GCP Billing and Monitoring MCP

  RadiumGu

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  security

  A

  license

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  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

• Divide and Conquer MCP Server

  landicefu

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  security

  A

  license

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  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

• Account and Transaction MCP

  ag2-mcp-servers

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  security

  F

  license

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  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

• Reuters Business and Financial

  BACH-AI-Tools

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  security

  A

  license

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  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

• Google Calendar and Meet MCP

  INSIDE-HAIR

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  security

  F

  license

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  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

• jons-mcp-java

  jonmmease

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  security

  F

  license

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  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

• gdb and rr Debugging

  schuay

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  security

  A

  license

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  quality

  MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.

  Last updated 2026-03-15

  34

  1

  MIT

• MCP Frontend Testing Server

  StudentOfJS

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  security

  A

  license

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  quality

  Provides tools for frontend testing including code analysis, test generation, test execution, and React component testing for Jest and Cypress frameworks.

  Last updated 2025-04-24

  4

  26

  MIT
• 

  Robot Resources Routerofficial

  robot-resources

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  security

  A

  license

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  quality

  LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.

  Last updated 2026-03-20

  112

  1

  MIT

• Robot Resources Scraper

  robot-resources

  A

  security

  A

  license

  B

  quality

  Web scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.

  Last updated 2026-03-20

  2

  116

  1

  MIT

• local-RAG-backend

  suwa-sh

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  security

  A

  license

  -

  quality

  A Docker-based local RAG backend that provides advanced document search capabilities using vector, graph, and full-text retrieval via the Model Context Protocol. It supports over 28 file formats and tracks evolving relationships between concepts using a Neo4j-backed graphiti implementation.

  Last updated 2025-07-25

  1

  MIT

• gogo-backend-mcp

  jjjtyy666

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  security

  F

  license

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  quality

  A FastMCP-powered server for accessing curated travel spot data from a PostgreSQL database. It provides tools to retrieve major attractions, supporting sites, and the top ten most popular destinations.

  Last updated 2026-03-16

• Github MCP Server Java

  parthloglogn

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  security

  A

  license

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  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

• Frontend Review MCP

  zueai

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  security

  F

  license

  -

  quality

  An MCP server that visually reviews UI edit requests by comparing screenshots before and after edits, ensuring changes satisfy user requests.

  Last updated 2025-02-26

  1

  9

  31

• Total Development Toolkit MCP

  su-record

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  security

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  license

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  quality

  An all-in-one development toolkit that integrates 10 popular MCPs with comprehensive features for solo developers, supporting frontend, backend, mobile development, database management, testing, and deployment automation.

  Last updated 2025-07-04

• Java Decompiler MCP Server

  RuoJi6

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  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

  68

  MIT

• ElevenLabs MCP Backend

  raza10006

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  security

  F

  license

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  quality

  Connects ElevenLabs voice agents to Supabase for real-time order lookups, enabling voice agents to retrieve order status, tracking, and delivery information through the lookup_order tool.

  Last updated 2026-01-06

• MCP Domotica Backend

  MCP-Domotica

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  security

  F

  license

  -

  quality

  Enables control and management of smart home devices across multiple rooms through specialized MCP servers. Supports lights, thermostats, fans, and ovens with room-specific rules and automatic persistence.

  Last updated 2025-11-11

  5

• 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

  68

  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

• AWS Resources MCP Server

  baryhuang

  A

  security

  A

  license

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  quality

  A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

  Last updated 2025-08-13

  1

  23

  MIT

• MCP Server for stock and

  aahl

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  security

  A

  license

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  quality

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  372

  MIT

• FastMCP Development Assistant

  kongyo2

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  license

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  quality

  Provides comprehensive development tools for FastMCP projects including documentation access, NPM package version management, and TypeScript type definitions retrieval. Enables developers to fetch FastMCP documentation, analyze NPM packages, and access MCP architecture information through natural language.

  Last updated 2025-08-28

  6

  MIT

• MCP Server with LangChain and

  durgeshmca

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  security

  F

  license

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  quality

  A multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.

  Last updated 2025-06-26

• MCP Tools for Obsidian

  jacksteamdev

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  security

  A

  license

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  quality

  A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.

  Last updated 2025-07-13

  748

  MIT

• Java Class Analyzer MCP Server

  handsomestWei

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  security

  A

  license

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  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

• AI Development Pipeline MCP

  theburgerllc

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.

  Last updated 2025-06-06

  7

  MIT

• Azure Java SDK MCP Server

  weidongxu-microsoft

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  security

  A

  license

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  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
• 

  Bitrefill Search and Shopofficial

  bitrefill

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  security

  A

  license

  -

  quality

  This MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.

  Last updated 2025-12-12

  4

  55

  7

  MIT

• OpenAI and Claude MCP

  Spysailor

  -

  security

  F

  license

  -

  quality

  A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.

  Last updated 2025-04-13

  8

• Frontend Review MCP

  fefergrgrgrg

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  security

  A

  license

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  quality

  An MCP server that reviews UI edit requests by comparing before and after screenshots, providing visual feedback on whether changes satisfy the user's requirements.

  Last updated 2025-05-16

  1

  9

  15

• Database Tools for Claude AI

  elber-code

  A

  security

  F

  license

  -

  quality

  MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.

  Last updated 2025-04-17

  1

  11

  4

• Date and Time MCP Server

  MarcinMalczewski

  -

  security

  F

  license

  -

  quality

  A simple Model Context Protocol (MCP) server that provides date and time functionality in any timezone, along with user profiles and personalized greeting resources.

  Last updated 2025-06-11

• Bilibili Mcp Server

  365903728-oss

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  security

  F

  license

  -

  quality

  ✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀

  Last updated 2026-03-11

  78

  2

• Banking and Fintech MCP Server

  anhtuanluu

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  security

  F

  license

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  quality

  A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

  Last updated 2026-03-28

• Access and SQLite MCP Server

  scanzy

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  security

  A

  license

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  quality

  Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.

  Last updated 2025-09-17

  6

  MIT

• MCP Tools

  dlightyupgrade

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  security

  F

  license

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  quality

  A modular multi-server architecture providing development automation, JIRA management, and performance reporting for Claude Code. It features specialized tools for PR health analysis, code reviews, and generating comprehensive team and individual quarterly reports.

  Last updated 2025-08-09

• Music and Madness Sync Bridge

  CaptainCurso

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  security

  F

  license

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  quality

  Enables synchronization and management of FoundryVTT journal entries within a Notion Story Bible, including media export and conflict resolution tools. It provides a Model Context Protocol interface for LLMs to preview, apply, and monitor data mirroring between tabletop RPG platforms and digital databases.

  Last updated 2026-02-21

• Document Reading and Converter

  mffrydman

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  security

  F

  license

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  quality

  Enables document conversion between PDF, DOCX, and Markdown formats to facilitate reading and editing complex files in AI tools like Claude Desktop or Cursor. It utilizes marker-pdf and pandoc to provide structured text versions of documents, helping to manage context and support unsupported file types.

  Last updated 2025-06-25

  1

• Spec-Driven Development MCP

  formulahendry

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  security

  A

  license

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  quality

  Facilitates spec-driven development workflows by providing structured prompts for generating requirements in EARS format, design documents, and implementation code following a systematic approach.

  Last updated 2025-09-26

  33

  428

  MIT

• Radarr and Sonarr MCP Server

  BerryKuipers

  -

  security

  F

  license

  -

  quality

  A Python-based Model Context Protocol server that allows AI assistants like Claude to access and query your movie and TV show collection via Radarr and Sonarr APIs.

  Last updated 2025-10-25

  32

• URL Reputation and Validity

  prismon

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  security

  A

  license

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  quality

  Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

  Last updated 2025-05-29

  MIT

• Two Truths and a Twist

  ErgodicLabs

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  security

  A

  license

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  quality

  An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.

  Last updated 2025-04-09

  5

  MIT

• MCP Tools

  joehuangcoding

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  security

  A

  license

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  quality

  A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

  Last updated 2026-03-08

  7

  MIT

• Graph-Tools

  dromologue

  -

  security

  F

  license

  -

  quality

  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Last updated 2025-06-21

• MCP Tools

  starzzzzzzzzzzzzzz

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  security

  F

  license

  -

  quality

  An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.

  Last updated 2025-05-30

  1

• Vibe Preprocessing and

  mudit14224

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  security

  F

  license

  -

  quality

  Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

  Last updated 2025-04-20

  3