"AI Tools for Assisting Architectural Engineers with Engineering Tasks" matching MCP servers:

• Todo for AI MCP Server

  todo-for-ai

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  security

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  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  4

  Apache 2.0

• AI Agent with MCP

  moises-paschoalick

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  security

  F

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  Enables AI agents to access user and message data through MCP resources, providing REST API integration for user management with paginated lists and thread tracking.

  Last updated 2025-06-27

  9

  2

• veyra-tasks

  Aquariosan

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  security

  F

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  Task manager for AI agents with projects, priorities, and status tracking. Reads are free, writes require Veyra commit mode.

  Last updated 2026-04-15

  MIT

• Database Tools for Claude AI

  elber-code

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  security

  F

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  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

• MCP Tasks

  flesler

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  security

  A

  license

  A

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  A comprehensive and efficient Model Context Protocol server for task management that works with Claude, Cursor, and other MCP clients, providing powerful search, filtering, and organization capabilities across multiple file formats.

  Last updated 2025-09-17

  5

  45

  41

  MIT

• Tasks MCP Server

  maxouverzou

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  security

  F

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  A task management MCP server that provides tools to create, list, complete, and delete tasks using pluggable storage backends. It enables users to interact with their task lists through natural language using MCP-compatible clients like Claude Desktop.

  Last updated 2026-01-22

• Tasks MCP Server

  chipocrudos

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  F

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  Enables task management through natural language commands in English or Spanish. Supports creating, listing, updating, completing, and deleting tasks with local SQLite storage.

  Last updated 2025-10-27

  7

• Memory Engineering MCP

  romiluz13

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  Provides persistent memory and semantic code understanding for AI assistants using MongoDB Atlas Vector Search. Enables intelligent code search, memory management, and pattern detection across codebases with complete semantic context preservation.

  Last updated 2025-08-25

  10

  13

  MIT

• Corrosion Engineering MCP

  puran-water

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  Provides AI agents with physics-based corrosion engineering calculations, from rapid handbook lookups to mechanistic electrochemical models with dual-tier pitting assessment for material compatibility screening and corrosion rate prediction.

  Last updated 2026-03-10

  MIT

• Engineering Standards MCP

  ifoundry

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  F

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  Provides AI assistants with structured access to an organization's engineering standards, practices, and processes through searchable knowledge base with CRUD operations and multi-dimensional organization.

  Last updated 2025-12-11

  1

• AI Developer Tools MCP Server

  grzetich

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  Enables querying real-time adoption metrics, trends, and comparisons for popular AI coding tools like OpenAI SDK, Anthropic SDK, Cursor, GitHub Copilot, and LangChain through natural language.

  Last updated 2026-01-09

  4

  1

  MIT

• n8n Manager for AI Agents

  czlonkowski

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  A

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  Enables AI agents to manage n8n workflow automation instances through tools for workflow CRUD operations, execution monitoring, and webhook triggering. It facilitates programmatic interaction with n8n instances via the n8n API with AI-optimized descriptions and error handling.

  Last updated 2025-06-26

  57

  MIT

• MCP Tasks Organizer

  huntsyea

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  security

  A

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  An MCP server that converts Cursor agent plans into structured markdown task lists and organizes them in your repository, helping you track AI-generated plans and recommendations as actionable specifications.

  Last updated 2025-08-05

  12

  MIT

• Google Tasks MCP Server

  mstfe

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  security

  A

  license

  B

  quality

  A TypeScript Model Context Protocol server that integrates with Google Tasks API, allowing users to create, list, update, delete, and toggle completion status of tasks.

  Last updated 2025-07-17

  4

  6

  MIT

• GEO Analysis for AI SEO

  houtini-ai

  A

  security

  A

  license

  B

  quality

  GEO (Generative Engine Optimisation). This tool shows you exactly how AI search engines see your content - claim density, writing quality, E-E-A-T signals, extractability. Research-backed metrics that correlate with 40% higher AI citation rates.

  Last updated 2026-04-16

  2

  17

  17

  MIT

• MCP CSV Analysis with Gemini

  falahgs

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  security

  F

  license

  B

  quality

  An MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.

  Last updated 2025-04-12

  3

  2

• MCP Tools for Obsidian

  jacksteamdev

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  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

• With-MCP

  janwilmake

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  security

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  Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.

  Last updated 2025-10-26

  3

  34

  MIT

• Nostr Tools for AI Agents

  jorgenclaw

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  security

  A

  license

  B

  quality

  23 tools for AI agents working with Nostr Open source. No API key. No account. NIP-46 remote signing Publish notes, reply, react, repost Encrypted DMs (NIP-04 + NIP-44) Fetch events, profiles, social graph

  Last updated 2026-03-20

  23

  6

  MIT

• Agentic AI System with MCP

  pratyush-usc-mba

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  security

  F

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  Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.

  Last updated 2025-09-20

• Jina AI MCP Tools

  PsychArch

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  security

  A

  license

  B

  quality

  Integrates Jina AI Search Foundation APIs to provide web page content extraction and search capabilities. It supports automatic pagination, result caching, and both standard and VIP search endpoints for enhanced information retrieval.

  Last updated 2026-04-05

  1

  324

  39

  MIT

• MCP HTTP with SSE transport

  junjiem

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  security

  F

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  A plugin that allows Dify to connect to multiple MCP (Model Control Protocol) servers using HTTP with Server-Sent Events transport, supporting custom configurations for URLs, headers, and timeouts.

  Last updated 2025-09-12

  183

• Excel Tools MCP

  glosc-ai

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  security

  A

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  An MCP server for reading, writing, and analyzing Excel files using Python, pandas, and openpyxl. It enables tasks such as managing multiple worksheets, performing structural data analysis, and creating new files from JSON data.

  Last updated 2026-01-27

  MIT

• MCP Dynamic Tools

  Positronic-AI

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  security

  A

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  A dynamic MCP server that automatically discovers Python files in a directory and exposes them as tools to any MCP-compatible AI client, allowing users to easily create and deploy custom AI tools.

  Last updated 2025-06-11

  MIT

• AI Content Detector

  BACH-AI-Tools

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  security

  A

  license

  B

  quality

  Enables detection of AI-generated content from ChatGPT, GPT-4, and Gemini models through the BACH AI Content Detector API.

  Last updated 2025-12-07

  1

  MIT

• MCP Outlook Tools

  wmoto-ai

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  A Model Context Protocol server that enables AI assistants to interact with Microsoft Outlook for calendar management, email operations, and search functionality.

  Last updated 2026-02-28

  9

  MIT

• MCP Server with LangChain and

  durgeshmca

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  security

  F

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  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

• YouTube Skills for AI Agents

  ZeroPointRepo

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  security

  A

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  YouTube Skills (TranscriptAPI) is the production API for extracting, searching, and analyzing YouTube content at scale. While other tools break when YouTube changes or cap you at 100 requests/day, TranscriptAPI serves 15 million transcripts monthly at 49ms median response time.

  Last updated 2026-02-11

  101

  MIT
• 

  PDF Export for AI Agentsofficial

  pdfcrowd

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  security

  A

  license

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  Well-designed PDFs from a single prompt. Describe what you need, get a professional document.

  Last updated 2026-02-20

  2

  19

  MIT

• MCP Tools

  joehuangcoding

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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

  6

  MIT

• MCP Civil Tools

  tutumomo

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  security

  F

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  quality

  A Python-based MCP server that provides coordinate conversion between latitude/longitude and UTM/TWD97, along with various civil engineering calculation tools for LLM and AI application integration.

  Last updated 2026-02-07

  2

• Graph-Tools

  dromologue

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  security

  F

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  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

  dlightyupgrade

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  F

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  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

• MCP Tools

  starzzzzzzzzzzzzzz

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  security

  F

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  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

• MCP Server for Intercom

  raoulbia-ai

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  security

  A

  license

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  quality

  An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.

  Last updated 2025-04-25

  4

  8

  Apache 2.0

• autonomous-frontend-browser

  Winds-AI

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  security

  A

  license

  A

  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

• Architectural Decision Log

  dk123579

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  security

  F

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  Enables AI assistants to manage architectural decisions through CRUD operations integrated with a GraphQL backend and SAP/LeanIX fact sheets. It provides tools for creating, reading, updating, and deleting ADL entries to maintain a structured history of technical choices.

  Last updated 2026-01-26

• MIST - Model Intelligence

  CLoaKY233

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  Empowers AI assistants with real-world capabilities including note management, Gmail integration, Google Calendar and Tasks management, and Git repository operations through the Model Context Protocol.

  Last updated 2025-06-28

  12

  MIT

• Kxcoscan AI Tools

  KeralPatel

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  security

  F

  license

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  quality

  A production-ready MCP server that wraps the Kxcoscan blockchain explorer API into structured endpoints for AI agents. It enables users to query wallet balances, transaction histories, token transfers, and contract details via natural language.

  Last updated 2026-03-08

• Logseq AI

  HarrisonTotty

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  security

  A

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  quality

  Enables external AI assistants to interact with Logseq graphs through 34 specialized tools for managing pages, blocks, journals, and tasks via the local HTTP API.

  Last updated 2025-12-07

  MIT

• UX/UI Tools for React +

  MarcusViniciusBarcelos

  A

  security

  A

  license

  C

  quality

  Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, cognitive biases, and Material-UI patterns to React components. Enables automated application of responsive design, Apple design patterns, and complete UX guidelines through natural language commands.

  Last updated 2025-10-20

  7

  7

  2

  MIT

• Agentic AI with MCP

  dev484p

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  security

  F

  license

  B

  quality

  A Model Context Protocol server that enhances LLM capabilities by connecting to Wikipedia, internet search (Tavily), and financial data (Yahoo Finance) tools, enabling contextual responses to user queries.

  Last updated 2025-04-25

  3

• ethereum-tools

  0xGval

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  security

  F

  license

  D

  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

  2,968

  17

• lark-tools-mcp

  VienLi

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  security

  A

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  quality

  lark-tools-mcp connects Lark and cursor. It provides cursor with the ability to read documents, send messages, process tasks, and perform data analysis.

  Last updated 2025-05-14

  34

  MIT
• 

  Log Analyzer with MCPofficial

  awslabs

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  security

  A

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  A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.

  Last updated 2026-04-15

  156

  Apache 2.0

• MCP RAG with ChromaDB

  CyprianFusi

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  security

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  Provides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.

  Last updated 2025-12-07

  MIT

• solitaire-ai

  PRDicta

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  security

  A

  license

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  quality

  Identity infrastructure for AI agents. Gives agents an evolving persona, session continuity, and self-correcting retrieval so they stop being strangers. Local-first, model-agnostic.

  Last updated 2026-04-12

  8

  AGPL 3.0

• MCP for Vivado

  lzw12123

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  security

  F

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  quality

  An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

  Last updated 2026-04-08

  1

• AI-Collab-Memory

  sodam-ai

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  security

  A

  license

  A

  quality

  An MCP server for managing work logs, research results, and task checkpoints to enable seamless collaboration and state recovery between AI agents. It provides a persistent memory layer for tracking project history and resuming workflows across different sessions or tools.

  Last updated 2026-03-02

  7

  3

  MIT

• NewsMCP — World news for AI

  pranciskus

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  security

  A

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  quality

  Real-time news events, clustered by AI from hundreds of sources, classified by topic and geography, ranked by importance.

  Last updated 2026-03-06

  4

  MIT