"B&R Automation" matching MCP servers:

• B&R Automation Studio MCP

  AndrewMusser

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  security

  A

  license

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  quality

  Enables AI assistants to interact with B\&R Automation Studio projects by building code, running ARsim simulators, and reading or writing OPC UA variables. It facilitates industrial automation development and real-time variable integration through natural language commands.

  Last updated 2026-01-19

  9

  MIT

• MCP智能简历投递助手

  guangliangyang

  -

  security

  F

  license

  -

  quality

  Enables AI-driven job application automation for LinkedIn and SEEK platforms with intelligent cover letter generation, automated application submission, and application tracking management. Supports anti-detection measures and complies with platform usage policies for safe job hunting automation.

  Last updated 2025-10-23

• 讯飞智文PPT生成服务MCP Server

  Alex-Smith-1234

  A

  security

  A

  license

  -

  quality

  An MCP-compatible server that uses iFlytek's large language model to generate PowerPoint presentations, offering template selection, outline creation, and PPT generation with features like automatic image insertion.

  Last updated 2025-05-30

  6

  1

  MIT

• 紫微斗数 MCP 服务器 (MCPIztro)

  wuunicorn

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  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides accurate Chinese Ziwei Doushu astrology chart calculations and horoscope analysis, enabling AI assistants to generate personalized astrological readings through natural language queries.

  Last updated 2025-09-05

  3

  6

  5

  MIT

• 棒読みちゃんMCPサーバー (Node.js版)

  uraoz

  A

  security

  A

  license

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  quality

  A Model Context Protocol server that enables AI assistants like Claude to use Bouyomichan (a Japanese text-to-speech program) for voice reading with adjustable voice types, volume, speed, and pitch.

  Last updated 2025-05-07

  1

  2

  MIT

• MCP-Serve 多语言翻译服务

  oofengoo

  A

  security

  F

  license

  -

  quality

  A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

  Last updated 2025-05-21

  2

• MCP微信公众号爬虫

  ditingdapeng

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  security

  F

  license

  -

  quality

  基于MCP架构的微信公众号文章爬虫系统，支持AI智能体通过Selenium自动抓取微信公众号文章内容和图片，实现文章内容的智能分析。

  Last updated 2025-07-03

  35

• 文化天府MCP服务器

  PizzaYx

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  security

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  license

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  quality

  A Model Context Protocol server for Dify that provides culture-related services including courses, activities, user management, and search functionality.

  Last updated 2025-07-15

• 即梦AI图片生成 MCP

  comeonzhj

  A

  security

  A

  license

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  quality

  A MCP server that generates high-quality images using Volcano Engine's JiMeng AI API, supporting various aspect ratios and compatible with different MCP clients.

  Last updated 2025-06-10

  1

  5

  59

  MIT
• 

  智睦云打印official

  zimsoft

  A

  security

  F

  license

  C

  quality

  调用官方智睦云打印服务（any.webprinter.cn），支持查询打印机、上传本地文件、创建漫游打印任务、直接打印到指定设备，以及分别更新单双面、颜色、份数和纸张等打印参数。

  Last updated 2026-04-07

  10

  108

  MIT

• 富途 MCP 服务器 (Futu MCP Server)

  shuchaang

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  security

  F

  license

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  quality

  Exposes Futu API client capabilities as an MCP (Model Context Protocol) tool, allowing AI assistants to access stock data from Futu through a standardized interface.

  Last updated 2025-07-01

  10

  11

• Digital Zen Garden (數位枯山水) MCP

  simonliu-moltbot

  -

  security

  F

  license

  -

  quality

  Enables AI agents to create and interact with ASCII-based Zen gardens through tools for raking sand, placing stones, and practicing digital meditation. It provides resources for random Zen koans and generates meditation guides based on the current garden state.

  Last updated 2026-01-30
• 

  缔零法则Lawgenesisofficial

  lawgenesis

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  security

  A

  license

  -

  quality

  缔零法则MCP是基于LLM和RAG技术搭建的实现完全替代人力的全自动化风险识别的内容安全审查平台，致力于通过代理AI技术减少人力成本，高效高精度为用户提供分钟级接入的内容风控解决方案，破解安全威胁，提供从风险感知到主动拦截策略执行的全链路闭环与一体化解决方案。This MCP tool is an AI-powered content security review platform built on LLM and RAG technologies, designed to achieve fully automated risk identification that completel

  Last updated 2025-06-18

  MIT

• 高德地图

  sugarforever

  A

  security

  A

  license

  -

  quality

  高德地图

  Last updated 2026-01-10

  16

  99

  MIT

• Aurai Advisor (上级顾问 MCP)

  LZMW

  A

  security

  F

  license

  -

  quality

  An MCP server that enables local AI models to receive guidance from remote 'senior' AI providers like OpenAI, Anthropic, and Gemini to solve programming problems. It features intelligent multi-turn dialogue management, context synchronization, and automated session history tracking.

  Last updated 2026-02-26

  4

  9

• 心知天气 MCP Server

  508364

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  security

  A

  license

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  quality

  Enables real-time weather queries for 400+ cities in China through the Seniverse Weather API. Provides secure weather data access with HMAC-SHA1 authentication and full MCP protocol compatibility.

  Last updated 2025-10-26

  MIT

• TripNow (航班管家)

  sunbeibei-hub

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  security

  F

  license

  -

  quality

  Provides real-time flight and train ticket queries, live status tracking, and a professional knowledge base for air and rail travel. It enables users to monitor departures, check ticketing policies, and manage travel information through a unified interface.

  Last updated 2026-01-28

• portkey-admin-mcp

  s-b-e-n-s-o-n

  A

  security

  A

  license

  -

  quality

  MCP server for Portkey Admin API - 116 tools for prompts, configs, analytics & more.

  Last updated 2026-04-14

  23

  100

  187

  4

  MIT

• Sticky Note Demo MCP-B

  shadabsayani

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  security

  A

  license

  -

  quality

  Sticky Note Demo MCP-B

  Last updated 2025-07-12

  MIT

• R Econometrics MCP Server

  finite-sample

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  security

  A

  license

  -

  quality

  Provides econometric modeling capabilities through R, enabling AI assistants to perform sophisticated analyses including linear regression, panel data models, instrumental variables regression, and diagnostic tests.

  Last updated 2025-12-28

  201

  MIT
• 

  System R Risk Intelligenceofficial

  System-R-AI

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  security

  A

  license

  -

  quality

  Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

  Last updated 2026-04-06

  1

  MIT

• 聚义厅MCP

  juyitingmcp

  A

  security

  A

  license

  -

  quality

  An AI personality collaboration tool based on Model Context Protocol (MCP) that enables users to summon and collaborate with multiple AI personas for intelligent analysis and problem-solving.

  Last updated 2025-06-22

  3

  33

  4

  MIT
• 

  e签宝 MCP Serverofficial

  esign-cn-open-source

  A

  security

  F

  license

  -

  quality

  基于 Model Context Protocol (MCP) 的电子签署工具，支持文件上传、PDF转换、签署流程创建和状态查询等功能。

  Last updated 2025-05-28

  2

  11

  2

• M/M/1 and M/M/c Queue

  kiyoung8

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  security

  A

  license

  -

  quality

  Enables simulation and analysis of M/M/1 and M/M/c queuing systems using SimPy, with tools for parameter validation, theoretical metric calculation, simulation execution, and comparison of separate vs pooled queue strategies.

  Last updated 2025-12-05

  MIT

• e代驾 MCP Server

  fengfengsu

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  security

  F

  license

  -

  quality

  A service that provides complete driver-for-hire functionality based on e代驾 open APIs, enabling users to order drivers, calculate pricing, create and track orders.

  Last updated 2025-07-13

• xiaobenyang-mcp-2-1

  xiaobenyang-com

  A

  security

  F

  license

  -

  quality

  test

  Last updated 2025-12-22

  2

  10

  1

• MCP Browser Automation Server

  hrmeetsingh

  A

  security

  A

  license

  -

  quality

  Enables automation of browser tasks using Playwright by interacting via Claude Desktop for executing user-defined prompts and operations.

  Last updated 2024-12-31

  12

  11

  MIT

• KnowledgeGraph MCP Server

  n-r-w

  -

  security

  A

  license

  -

  quality

  Provides LLMs with persistent memory across conversations using a knowledge graph that stores entities, relationships, and observations with support for PostgreSQL or SQLite backends.

  Last updated 2025-11-10

  46

  20

  MIT

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  636

  MIT

• Windows Automation MCP Server

  eva-wanxin-git

  A

  security

  F

  license

  -

  quality

  Provides comprehensive Windows system control including file operations, process management, window control, screenshots, clipboard access, PowerShell/CMD execution, and optional mouse/keyboard automation and browser control capabilities.

  Last updated 2025-11-17

  41

• Document Q&A MCP Server

  SY-MR-CODER

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  security

  A

  license

  -

  quality

  A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.

  Last updated 2026-01-17

  MIT

• MCP Desktop Automation

  tanob

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  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides desktop automation capabilities using RobotJS and screenshot capabilities, enabling LLMs to control mouse movements, keyboard inputs, and capture screenshots of the desktop environment.

  Last updated 2025-11-11

  70

  26

  MIT

• MCP Tauri Automation

  Radek44

  A

  security

  A

  license

  -

  quality

  Enables AI-driven testing and automation of Tauri desktop applications through natural language, allowing users to interact with UI elements, capture screenshots, execute commands, and test application flows without manual clicking or complex scripts.

  Last updated 2025-11-18

  9

  1

  MIT

• Decide Test MCP

  k-n-t-lam

  A

  security

  A

  license

  -

  quality

  Enables Claude to generate executable test cases from decision tables in CSV, JSON, or Markdown formats. Provides intelligent test planning guidance and generates Playwright/API test code with TypeScript support.

  Last updated 2025-11-21

  7

  MIT

• Claude Code Multi-Process MCP

  L-x-C

  -

  security

  F

  license

  -

  quality

  Enables asynchronous and parallel execution of Claude Code tasks across multiple sessions, allowing users to start background tasks and continue working immediately without blocking.

  Last updated 2025-12-31

  1

• Dr. QuantMaster MCP Server

  seanshin0214

  A

  security

  A

  license

  -

  quality

  AI-powered quantitative research assistant with 45 tools for causal inference methods (DID, RDD, IV, PSM), regression analysis, power calculations, and statistical code generation in R, Stata, and Python.

  Last updated 2025-11-28

  50

  MIT
• 

  UU跑腿 MCP Serverofficial

  uupt-mcp

  A

  security

  A

  license

  -

  quality

  Enables AI agents to create and manage delivery orders through UU跑腿 (UU Errands) delivery service platform. Supports price quotes, order creation, order tracking, and real-time courier location through natural language commands.

  Last updated 2025-06-24

  5

  1

  MIT

• DALL-E 3 MCP Server

  chrisurf

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides OpenAI's DALL-E 3 image generation capabilities, allowing LLMs to generate high-quality images through a standardized interface.

  Last updated 2025-07-06

  1

  4

  1

  MIT

• Langflow Document Q&A Server

  GongRzhe

  A

  security

  A

  license

  -

  quality

  Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.

  Last updated 2025-04-16

  1

  15

  MIT

• Elasticsearch 7.x MCP Server

  imlewc

  A

  security

  A

  license

  -

  quality

  Provides an MCP protocol interface for interacting with Elasticsearch 7.x databases, supporting comprehensive search functionality including aggregations, highlighting, and sorting.

  Last updated 2026-04-04

  3

  9

  Apache 2.0

• RTFD (Read The F*****g Docs)

  aserper

  A

  security

  F

  license

  -

  quality

  Provides LLMs with real-time access to up-to-date documentation from PyPI, npm, crates.io, GoDocs, DockerHub, GitHub, and GCP, preventing outdated code generation and API hallucinations.

  Last updated 2026-04-08

  27

  13

• Markdown to Card - MCP工具

  jasperjeje

  -

  security

  A

  license

  -

  quality

  A powerful MCP tool that converts Markdown documents into beautiful knowledge card images with 20+ card styles, suitable for sharing on blogs and social media.

  Last updated 2025-07-11

  1

  Apache 2.0

• Document Q&A MCP Server

  sprchr

  -

  security

  A

  license

  -

  quality

  Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.

  Last updated 2026-01-05

  MIT

• M/M/1 Queue Simulation MCP

  kiyoung8

  -

  security

  A

  license

  -

  quality

  Enables LLMs to access M/M/1 queuing theory resources, validate parameters, calculate theoretical metrics, generate and execute SimPy simulations, and compare simulation results with theoretical predictions.

  Last updated 2025-12-04

  MIT

• Get笔记 MCP Server

  PancrePal-xiaoyibao

  A

  security

  F

  license

  -

  quality

  Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search and retrieval. Provides tools for enhanced semantic search, raw content recall, and rate limit monitoring.

  Last updated 2026-01-02

  3

  8

  2

• M/M/1 Queue Simulation Server

  kiyoung8

  -

  security

  -

  license

  -

  quality

  Provides comprehensive M/M/1 queuing system simulation capabilities including theoretical calculations, parameter validation, SimPy simulation execution, and comparison of simulation results with theoretical metrics.

  Last updated 2025-12-04

  MIT

• 国金QMT-MCP

  guangxiangdebizi

  -

  security

  F

  license

  -

  quality

  A modular quantitative trading assistant that integrates with XTQuant/QMT trading platform, enabling AI-assisted trading strategy generation, real-time trade execution, and performance backtesting.

  Last updated 2025-07-17

  156

• freee会計 MCP Server

  tsurutan

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  security

  -

  license

  -

  quality

  Enables AI assistants to access and manage accounting data through the freee accounting API, supporting operations like transaction management, financial analysis, and account item management.

  Last updated 2025-07-13

  379

  1

  MIT

• DB & Calculator MCP Server

  dinek-k

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol server providing tools for SQLite database operations (query, add, update, delete users) and mathematical calculations including basic arithmetic, expression evaluation, and statistical analysis.

  Last updated 2025-06-23

  1

• Keyboard Maestro MCP Server

  Nexus-Digital-Automations

  -

  security

  A

  license

  -

  quality

  An advanced macOS automation toolkit that enables AI clients to directly control a machine through deep integration with Keyboard Maestro. It provides a comprehensive suite of tools for executing macros, managing variables, and performing complex system automation with enterprise-grade security.

  Last updated 2025-07-11

  11

  MIT