"A guide to BIM automation and tools" matching MCP servers:

• MCP-Guide

  qpd-v

  A

  security

  A

  license

  -

  quality

  A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.

  Last updated 2024-12-19

  3

  34

  64

  Apache 2.0

• Teams Guide MCP

  geunu97

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  security

  A

  license

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  quality

  Provides access to clean code guide documents and enables code quality inspection of external project files based on coding standards and best practices.

  Last updated 2025-12-04

  3

  1

  MIT

• MCP Desktop Automation

  tanob

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  security

  A

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  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

  55

  26

  MIT

• Plesk Extensions Guide MCP

  barateza

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  security

  A

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  Provides semantic search capabilities over the Plesk Extensions Guide documentation using Retrieval-Augmented Generation (RAG) and vector embeddings. It enables AI assistants to retrieve relevant technical information and answer natural language queries regarding Plesk extension development.

  Last updated 2026-02-11

  MIT

• MCP Tauri Automation

  Radek44

  A

  security

  A

  license

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  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

• Page Design Guide MCP

  chihebnabil

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  security

  F

  license

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  quality

  Provides comprehensive design principles and best practices to help LLMs generate modern, accessible web pages through guidance on layouts, colors, and typography. It enables users to review design approaches and access expert recommendations for responsive design, component structure, and current industry trends.

  Last updated 2026-01-20

  12

  44

  3

• Live2D Automation MCP Server

  J621111

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  security

  F

  license

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  Enables the automatic generation of complete Live2D models from a single photo by automating segmentation, rigging, and physics configuration. It provides a full pipeline for creating layered art meshes and motion files through a suite of specialized animation tools.

  Last updated 2026-04-14

  12

• CHOFF-A-MCP (Anamnesis)

  dd-dent

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  security

  A

  license

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  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• VSCode Automation MCP

  Sukarth

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  security

  A

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  Enables AI agents to programmatically control and automate VSCode by interacting with its UI, executing commands, and inspecting the DOM structure. It supports advanced workflows like UI testing, extension development, and debugging through a standalone VSCode instance.

  Last updated 2025-12-05

  4

  4

  MIT

• Document Automation MCP Server

  vedantparmar12

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  security

  A

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  A sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.

  Last updated 2026-01-19

  2

  MIT

• Usage And Billing MCP Server

  BACH-AI-Tools

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  security

  A

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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

• MCP Browser Automation Server

  hrmeetsingh

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  security

  A

  license

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  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

• A-Share MCP Server

  firmmaple

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  security

  A

  license

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  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  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

• Windows Automation MCP Server

  eva-wanxin-git

  A

  security

  F

  license

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  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

• MCP Guide

  switchblxdee

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  security

  A

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  quality

  A guide for implementing Model Context Protocol (MCP) servers that provide AI models with external tools like web search, text manipulation, and mathematical operations.

  Last updated 2025-06-30

  9

  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

• Meeting Automation MCP Server

  Ramhori

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  security

  A

  license

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  quality

  Orchestrates Fireflies, Asana, and Notion MCP servers to automate end-to-end meeting workflows. Enables users to search meetings, extract action items, create tasks, and generate meeting documentation through natural language commands.

  Last updated 2026-03-19

  MIT

• MCP Console Automation Server

  ooples

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  security

  A

  license

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  quality

  Enables AI assistants to fully interact with console applications, monitor output, detect errors, and automate terminal workflows across multiple sessions. Similar to how Playwright works for web browsers but for command-line interfaces.

  Last updated 2026-04-16

  138

  28

  MIT

• No-as-a-Service (NoaaS)

  Koneisto

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  security

  A

  license

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  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• Chainflip Broker as a Service

  CumpsD

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  security

  A

  license

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  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  10

  MIT

• MCP Tools

  joehuangcoding

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  security

  A

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  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

  8

  MIT

• B&R Automation Studio MCP

  AndrewMusser

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  security

  A

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  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

• Redmine Analytics and

  a1official

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  security

  F

  license

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  quality

  A comprehensive MCP server providing advanced Redmine project analytics, web automation via Playwright, and iTunes music integration. It enables detailed tracking of sprint metrics, bug counts, and team performance through a token-optimized tool architecture.

  Last updated 2026-02-13

• Youtube To Mp315 MCP Server

  BACH-AI-Tools

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  security

  A

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  Enables conversion of YouTube videos to MP3 format through the Youtube To Mp315 API. Supports checking conversion status, retrieving video titles, and asynchronous video-to-audio conversion with customizable quality and time range settings.

  Last updated 2025-12-08

  MIT

• MCP Mobile Automation Test

  josdoaitran

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  security

  F

  license

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  quality

  A comprehensive server that integrates mobile testing frameworks with JIRA, generating BDD test scenarios and framework-compatible test scripts automatically.

  Last updated 2025-06-06

  1

• OpenAPI to MCP

  EvilFreelancer

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  security

  A

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  quality

  A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

  Last updated 2026-02-21

  21

  14

  MIT

• MCP Windows Desktop Automation

  mario-andreschak

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  security

  A

  license

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  quality

  A Model Context Protocol server that wraps AutoIt functionality, enabling LLMs to automate Windows desktop tasks including mouse/keyboard operations, window management, and UI control interactions.

  Last updated 2025-03-24

  108

  MIT

• A-Share MCP Server

  24mlight

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  security

  A

  license

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  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

  641

  MIT

• A-MEM: Agentic Memory System

  tobs-code

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  security

  F

  license

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  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  6

• markdown-to-html

  fashionzzZ

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  security

  A

  license

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  quality

  A Model Context Protocol server that converts Markdown content to HTML format.

  Last updated 2025-06-03

  1

  3,182

  3

  MIT

• Automation Script Generator

  raymondsambur

  A

  security

  F

  license

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  quality

  Processes test scenarios from user prompts to generate complete WDIO test suites with intelligent file management that analyzes existing files to determine whether to update them or create new ones.

  Last updated 2026-01-11

  7

• Graph-Tools

  dromologue

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  security

  F

  license

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  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

• docs-to-mcp

  fayazara

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  security

  F

  license

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  quality

  A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.

  Last updated 2025-12-10

  10

• Swagger to MCP

  suhailtajshaik

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  security

  A

  license

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  quality

  Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.

  Last updated 2025-12-05

  MIT

• MCP Tools

  starzzzzzzzzzzzzzz

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  security

  F

  license

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  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

• code-to-tree

  micl2e2

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  security

  A

  license

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  quality

  code-to-tree

  Last updated 2026-03-14

  82

  MIT

• Skill-to-MCP

  biocontext-ai

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  security

  A

  license

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  quality

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  23

  Apache 2.0

• text-to-model

  mikan-atomoki

  A

  security

  A

  license

  B

  quality

  Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

  Last updated 2026-03-16

  65

  1

  MIT

• Marketing Automation MCP

  Mohit4022-cloud

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  security

  A

  license

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  quality

  Enables AI-powered marketing campaign management across Google Ads, Facebook Ads, and Google Analytics with automated budget optimization, AI-generated ad copy, audience segmentation, and real-time performance analytics.

  Last updated 2025-06-30

  1

  MIT

• Anything-to-NotebookLM

  joeseesun

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  security

  A

  license

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  quality

  An MCP server that automates converting diverse content sources like WeChat articles, YouTube videos, and various document formats into AI-generated outputs such as podcasts and slide decks via Google NotebookLM. It integrates specialized tools for web scraping, OCR, and file transformation to facilitate seamless content generation through natural language.

  Last updated 2026-04-10

  748

  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

• mcp-sequentialthinking-tools

  spences10

  A

  security

  A

  license

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  quality

  An adaptation of the MCP Sequential Thinking Server designed to guide tool usage in problem-solving. This server helps break down complex problems into manageable steps and provides recommendations for which MCP tools would be most effective at each stage.

  Last updated 2026-04-10

  1

  607

  575

  MIT

• A Share MCP

  24mlight

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT

• Enterprise Expense Automation

  Surya-KF

  -

  security

  F

  license

  -

  quality

  Enables users to manage company departments, employees, expenses, and performance ratings through a natural language interface in Claude Desktop. It features 12 specialized tools for comprehensive CRUD operations and AI-powered organizational analysis using Google Gemini.

  Last updated 2025-12-04

  4

• Talk to Figma MCP

  hyun1202

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  security

  A

  license

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  quality

  An MCP server that enables AI assistants to interact with Figma designs for tasks like reading document info, creating elements, and managing auto layouts. It facilitates real-time design automation via a custom Figma plugin and WebSocket server integration.

  Last updated 2025-06-25

  2,133

  MIT

• ethereum-tools

  0xGval

  A

  security

  F

  license

  -

  quality

  A comprehensive toolkit for Ethereum blockchain analysis within Claude AI, enabling contract auditing, wallet analysis, profitability tracking, and on-chain data retrieval.

  Last updated 2025-03-25

  11

  3,006

  17

• OpenAPI to MCP Server

  TykTechnologies

  A

  security

  A

  license

  -

  quality

  A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.

  Last updated 2025-06-27

  3

  27

  41

  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

• Agent to Figma MCP

  caelinsutch

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  security

  A

  license

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  quality

  Enables AI agents like Claude to interact with Figma designs through 50+ tools for creating, styling, and manipulating design elements, components, and variables via a WebSocket relay and Figma plugin.

  Last updated 2025-12-31

  MIT