"Tools for extracting structured data from web pages for LLM use" matching MCP servers:

• Quick Data for Windows MCP

  Beaulewis1977

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  security

  A

  license

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  quality

  A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

  Last updated 2025-06-16

  1

  MIT

• MCP Web Tools Server

  JoaoPedroLanca

  A

  security

  F

  license

  -

  quality

  Provides web connectivity tools for searching the web via DuckDuckGo or SerpAPI, fetching URL content, and extracting readable text from web pages.

  Last updated 2025-11-02

  3

• MCP Web Tools

  SayreBlades

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  security

  F

  license

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  quality

  Provides local web search and content fetching capabilities for AI assistants, enabling them to search DuckDuckGo and extract clean text from web pages. All requests originate from the user's machine to ensure direct network control and bypass external proxies.

  Last updated 2025-12-07

  2

• Todo for AI MCP Server

  todo-for-ai

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  security

  A

  license

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  quality

  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

• Web-LLM MCP Server

  ragingwind

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  security

  F

  license

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  quality

  A server that enables browser-based local LLM inference using Playwright to automate interactions with @mlc-ai/web-llm, supporting text generation, chat sessions, model switching, and status monitoring.

  Last updated 2025-06-14

  3

• Vibetest Use

  browser-use

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  security

  F

  license

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  quality

  Launches multiple Browser-Use agents to automatically test websites for UI bugs, broken links, accessibility issues, and other technical problems on both live and localhost sites.

  Last updated 2025-09-02

  785

• mcp-for-docs

  shayonpal

  A

  security

  A

  license

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  quality

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

  GPL 3.0

• MCP for Vivado

  lzw12123

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  security

  F

  license

  -

  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

• MCP Server for Splunk

  deslicer

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  security

  A

  license

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  quality

  Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

  Last updated 2026-03-30

  52

  21

  Apache 2.0

• EdgeOne Pages MCP

  BACH-AI-Tools

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  security

  A

  license

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  quality

  Enables deployment of HTML content, folders, and full-stack projects to EdgeOne Pages to generate publicly accessible URLs. It utilizes EdgeOne Pages Functions and KV storage for high-performance edge delivery of web applications.

  Last updated 2025-12-04

  2

  6

  MIT

• MCP Server for Cirro Data

  NorahZager

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  security

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  license

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  quality

  This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.

  Last updated 2025-06-03

• markdown-for-agents-mcp

  JohnnyFoulds

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  security

  A

  license

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  quality

  MCP server for AI agents -- fetch any URL with full JavaScript rendering (Playwright/Chromium) and convert to clean, token-efficient markdown. Works on React, Vue, Angular, and any JS-heavy page. Includes web search, batch fetching, binary file download, LRU cache, SSRF protection, and structured output.

  Last updated 2026-04-07

  MIT

• MCP Tools for Obsidian

  jacksteamdev

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  security

  A

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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

• Blender MCP for Antigravity

  kc0ed

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  security

  A

  license

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  quality

  Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ tools for scene management, object manipulation, and asset downloads from PolyHaven, Sketchfab, Hyper3D, and Hunyuan3D.

  Last updated 2025-12-14

  12

  MIT

• claude-debugs-for-you

  jasonjmcghee

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  security

  A

  license

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  quality

  Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.

  Last updated 2025-12-20

  2

  498

  MIT

• Call For Papers MCP

  alperenkocyigit

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  security

  A

  license

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  quality

  Enables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.

  Last updated 2025-10-27

  4

• MCP Server for OSCAL

  awslabs

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  security

  A

  license

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  quality

  Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

  Last updated 2026-04-15

  35

  Apache 2.0

• What's for Dinner? MCP Server

  a2345sooted

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  security

  A

  license

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  quality

  Helps users decide what to eat by randomly selecting meals from a database of 100+ options or a custom list using an interactive spinning wheel widget. It supports cuisine filtering and provides an engaging visual interface to resolve mealtime indecision.

  Last updated 2026-02-02

  MIT

• MCP Server for CAD

  Eklavvyaaaaa

  -

  security

  F

  license

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  quality

  Translates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.

  Last updated 2026-03-27

• MCP Server For Local

  Dreamboat-Rachel

  A

  security

  A

  license

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  quality

  A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.

  Last updated 2025-04-09

  1

  14

  Apache 2.0

• MCP Server for Google Search

  mcp-for-dev

  A

  security

  F

  license

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  quality

  A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

  Last updated 2025-05-15

  2

  3

  2

• mcp-server-for-powershell

  danielklecha

  A

  security

  A

  license

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  quality

  Unofficial Powershell MCP server

  Last updated 2026-01-26

  1

  MIT

• 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

• API for Chads

  chadbot0x

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  security

  A

  license

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  quality

  MCP server providing real-time crypto prices (Chainlink + Binance), Polymarket prediction market data, deep web research, and JS-rendered web scraping. All services available via x402 Solana micropayments.

  Last updated 2026-02-24

  MIT

• Coze MCP Server For OpenClaw

  danielcy

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  security

  F

  license

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  quality

  Exposes Coze workflows as MCP tools, allowing AI clients to discover and execute workflows from a specified Coze workspace. It provides a simple way to integrate external skills into platforms like OpenClaw without needing local environment configurations.

  Last updated 2026-03-11

  94

• 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

• mem0 MCP Server for Project

  KunihiroS

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  security

  F

  license

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  quality

  A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.

  Last updated 2026-03-11

  6

• mcp-server-for-apache-ofbiz

  jacopoc

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  security

  A

  license

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  quality

  A proof of concept MCP server for Apache OFBiz

  Last updated 2026-02-20

  5

  Apache 2.0

• mcp-for-azure-devops-boards

  danielealbano

  A

  security

  A

  license

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  quality

  MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.

  Last updated 2026-04-07

  23

  6

  MIT

• n8n Manager for AI Agents

  czlonkowski

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  security

  A

  license

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  quality

  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

  56

  MIT

• Computer Use

  spencerkinney

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  security

  F

  license

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  quality

  Computer Use

  Last updated 2025-05-22

  6

• Structured Workflow MCP

  kingdomseed

  A

  security

  F

  license

  -

  quality

  Enforces disciplined programming practices by requiring AI assistants to audit their work and produce verified outputs at each phase of development, following structured workflows for refactoring, feature development, and testing.

  Last updated 2026-03-21

  20

  4

  10
• 

  EdgeOne Pages MCPofficial

  TencentEdgeOne

  A

  security

  A

  license

  -

  quality

  A service that enables rapid deployment of HTML content to EdgeOne Pages and automatically generates publicly accessible URLs for the deployed content.

  Last updated 2025-10-27

  2

  445

  409

  MIT

• Figma Structured MCP

  Pursue-LLL

  A

  security

  A

  license

  -

  quality

  Enables automated export, compression, and cloud upload of Figma design assets by simply providing Figma links. Supports batch processing of nodes and children, returning structured data with publicly accessible image URLs.

  Last updated 2025-07-04

  1

  3

  MIT

• PsMCP - MCP Server for

  Chandrahas455

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  security

  A

  license

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  quality

  A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.

  Last updated 2025-07-30

  10

  MIT

• NotebookLM MCP Structured

  paolodalprato

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  security

  A

  license

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  quality

  An enhanced MCP server that enables users to interact with NotebookLM while ensuring strict source fidelity and citation accuracy through client-side prompt structuring. It guides Claude to transform user queries into structured prompts that prevent the addition of external knowledge during document analysis.

  Last updated 2026-03-15

  27

  MIT

• Gemini MCP Server for Claude

  Raydius

  A

  security

  A

  license

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  quality

  Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

  Last updated 2026-02-20

  3

  Apache 2.0

• Cloudflare MCP Server for

  lennyzeltser

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  security

  A

  license

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  quality

  Turns any static website into an MCP-searchable knowledge base by deploying a Cloudflare Worker that provides full-text search tools, enabling AI assistants to search and retrieve content from your site.

  Last updated 2026-03-12

  1

  MIT

• mcp-structured-memory

  nmeierpolys

  A

  security

  A

  license

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  quality

  Make it easy for agents to build their context about your projects over time The server provides a set of tools to help agents accumulate knowledge about a project over time in a structured way.

  Last updated 2026-04-16

  10

  16

  10

  MIT

• Minimal MCP Server for AutoCAD

  JooseokKim-DL

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  security

  F

  license

  -

  quality

  A FastAPI-based MCP server scaffold designed to extract material tables from AutoCAD DWG files. It enables users to automate CAD data processing by configuring drawing folder paths and layer-specific extraction parameters.

  Last updated 2026-02-25

• Structured-Argumentation

  xiaobenyang-com

  A

  security

  A

  license

  -

  quality

  A group of model context protocol servers provide cognitive enhancement tools for large language models.

  Last updated 2026-01-09

  1

  2

  Apache 2.0

• MCP Starter for Puch AI

  Kulraj69

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  security

  A

  license

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  quality

  Provides job search capabilities including analyzing job descriptions, fetching job postings from URLs, and searching opportunities, plus basic image processing tools like converting images to black and white.

  Last updated 2025-08-10

  Apache 2.0

• Prompt for User Input MCP

  goldensansapple

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  security

  A

  license

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  quality

  Enables AI models to interactively prompt users for input or clarification directly through their code editor. It facilitates real-time communication between assistants and users during development tasks.

  Last updated 2025-10-22

  MIT

• mac-use-mcp

  antbotlab

  A

  security

  A

  license

  -

  quality

  Zero-dependency macOS desktop automation for AI agents. Screenshot, mouse, keyboard, clipboard, and window control via MCP. 18 tools, macOS 13+, one command: npx mac-use-mcp.

  Last updated 2026-04-01

  18

  38

  5

  MIT

• LLM Jukebox

  jabberjabberjabber

  -

  security

  F

  license

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  quality

  Enables LLMs to search YouTube for music, download videos as MP3 files, and play audio with playback controls.

  Last updated 2025-09-10

  6

• mcp-structured-thinking

  Promptly-Technologies-LLC

  A

  security

  A

  license

  -

  quality

  A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatically construct mind maps to explore an idea space, with enforced "metacognitive" self-reflection.

  Last updated 2025-03-23

  5

  66

  25

  MIT

• EdgeOne Pages MCP Server

  howiehuang220-star

  -

  security

  F

  license

  -

  quality

  Enables AI assistants to deploy and manage static websites directly through EdgeOne Pages. This self-hosted solution allows for direct file management and website hosting using EdgeOne's infrastructure and KV storage.

  Last updated 2025-12-15

• mcp-web

  TsFreddie

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  security

  A

  license

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  quality

  Enables AI agents to search DuckDuckGo and fetch web content with human-assisted CAPTCHA handling, designed for local use where humans can intervene when bot detection occurs.

  Last updated 2025-11-01

  7

  MIT

• Azure DevOps MCP Server for

  EreAlexandru

  -

  security

  F

  license

  -

  quality

  Enables interaction with Azure DevOps through natural language in Cursor IDE. Supports work item management, pull requests, builds, releases, test management, and guided workflows for development teams, QA testers, and release management.

  Last updated 2025-07-01

  1

• llm-context

  cyberchitta

  A

  security

  A

  license

  -

  quality

  Share code context with LLMs via MCP or clipboard

  Last updated 2026-03-18

  4

  297

  Apache 2.0