"MCP server that acts as a professor/teacher for AI agents" matching MCP servers:

• markdown-for-agents-mcp

  JohnnyFoulds

  A

  license

  -

  quality

  C

  maintenance

  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.

  Updated 2 months ago (2026-06-29 21:35 UTC)

  13

  MIT

• web-search-for-agents

  AleksejAlekseev

  F

  license

  -

  quality

  B

  maintenance

  MCP server that gives AI agents access to current web information through web_search and fetch_url tools, using Tavily, Brave, and DuckDuckGo providers with automatic fallback.

  Updated 3 days ago (2026-08-14 11:09 UTC)

• Fetch as Markdown

  bhubbb

  F

  license

  -

  quality

  D

  maintenance

  Fetches web pages and converts them to clean, readable markdown format by extracting main content while removing navigation, ads, and other non-essential elements to minimize token usage.

  Updated a year ago (2025-06-27 23:19 UTC)

  4

• browser-for-claude

  lldartsll

  F

  license

  A

  quality

  C

  maintenance

  Gives Claude control of a real, headed Chromium browser via Playwright, enabling web navigation, clicking, typing, screenshots, and JavaScript evaluation.

  Updated 22 days ago (2026-07-26 06:32 UTC)

  8

• MCP Server for Google Search

  mcp-for-dev

  F

  license

  A

  quality

  C

  maintenance

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

  Updated a year ago (2025-05-15 15:40 UTC)

  2

  6

  2
• 

  Runbook AI MCP Serverofficial

  runbook-ai

  A

  license

  B

  quality

  D

  maintenance

  MCP server that provides browser automation capabilities through a Chrome extension, enabling terminal-based agents to interact with any website via a live browser session with optimized context.

  Updated 3 months ago (2026-05-13 03:42 UTC)

  1

  33

  3

  Apache 2.0
• 

  Debugg AI MCPofficial

  debugg-ai

  A

  license

  A

  quality

  A

  maintenance

  Debugg AI MCP

  Updated 10 days ago (2026-08-06 22:36 UTC)

  8

  880

  68

  Apache 2.0

• ai-visibility-mcp

  bestaiinsider

  A

  license

  A

  quality

  D

  maintenance

  Audits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/ClaudeBot/PerplexityBot/etc), Cloudflare flags, JSON-LD, sitemap, llms.txt, SPA shell, plus cross-model brand mentions via Perplexity + OpenRouter. 0-100 score. SSRF-guarded, spend-capped.

  Updated 3 months ago (2026-05-23 22:23 UTC)

  4

  1

  MIT

• Scouts-AI-MCP

  kecven

  A

  license

  A

  quality

  B

  maintenance

  Model Context Protocol server exposing the SCOUTS-AI web search API as a single web_search tool for AI agents. No API key required.

  Updated 2 months ago (2026-06-15 04:03 UTC)

  1

  MIT

• ai-bridge

  SoulChildTc

  A

  license

  A

  quality

  C

  maintenance

  Enables terminal AI coding assistants to interact with web AI chat services through browser automation, supporting multiple platforms like Doubao and ChatGPT.

  Updated 2 months ago (2026-06-23 07:26 UTC)

  3

  10

  MIT

• Voice AI Website Analyzer MCP

  aleehamza25

  F

  license

  A

  quality

  D

  maintenance

  Fetches and analyzes website content to provide business context to AI agents, designed for Voice AI in GoHighLevel.

  Updated 7 months ago (2026-01-01 21:17 UTC)

  1

• ai-verify-mcp

  validpilot

  A

  license

  B

  quality

  A

  maintenance

  An MCP server for validating AI-generated code through automated browser testing, evidence collection, and intelligent diagnostics.

  Updated 7 days ago (2026-08-10 02:12 UTC)

  100

  118

  MIT

• ai-bookmark-mcp

  NirussVn0

  A

  license

  C

  quality

  C

  maintenance

  A local-first MCP server that turns browser bookmark exports into a searchable knowledge base with classification, merging, full-text indexing, and Chrome integration.

  Updated 2 months ago (2026-07-01 12:41 UTC)

  20

  MIT

• Chrome DevTools for agents

  karichetivenkat45-pixel

  A

  license

  -

  quality

  C

  maintenance

  Lets AI coding assistants control and inspect a live Chrome browser through MCP, enabling reliable automation, debugging, and performance analysis using Chrome DevTools.

  Updated 2 months ago (2026-06-29 19:13 UTC)

  1,608,580

  Apache 2.0

• Accessibility AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Accessibility AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Updated 9 days ago (2026-08-08 19:06 UTC)

  13

  MIT

• ai-browser

  void-builder-1

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to fully control a terminal browser via MCP, navigating pages, filling forms, logging in, and managing cookies with deterministic numbered links and forms. Also provides an interactive human CLI.

  Updated 6 days ago (2026-08-11 14:26 UTC)

  MIT

• UI Analyzer MCP Server

  0x-Professor

  A

  license

  -

  quality

  D

  maintenance

  Analyzes website UIs using Playwright and provides precise CSS/HTML fix instructions for AI coding assistants like GitHub Copilot and Cursor.

  Updated 7 months ago (2026-01-21 19:42 UTC)

  4

  MIT

• WAT-AI-Broker

  rozek

  A

  license

  -

  quality

  B

  maintenance

  Acts as a bridge between an AI assistant and a WebApp Tinkerer instance, enabling live inspection and manipulation of applets in the browser.

  Updated a month ago (2026-07-13 14:35 UTC)

  MIT

• BrowserCard-AI-Broker

  rozek

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that lets an LLM build, inspect and drive a running BrowserCard deck live in the browser.

  Updated a month ago (2026-07-12 09:02 UTC)

  MIT

• Browser AI MCP Server

  qckfx

  A

  license

  -

  quality

  D

  maintenance

  Enables natural language browser automation through Claude, wrapping Playwright to execute commands like navigation, clicking, form filling, and screenshots.

  Updated a year ago (2025-07-24 22:15 UTC)

  17

  30

  MIT