github-repo-mcp

firecrawl-mcp-server

4.7

by mendableai

Firecrawl MCP Server is a Model Context Protocol server implementation that integrates with Firecrawl for web scraping capabilities.

markdownify-mcp

4.6

by zcaceres

Markdownify is a Model Context Protocol (MCP) server that converts various file types and web content to Markdown format.

tavily-mcp

4.3

by tavily-ai

The Tavily MCP server is a Model Context Protocol server that integrates with AI systems to provide real-time web search and data extraction capabilities.

mcp-local-rag

4.3

by nkapila6

mcp-local-rag is a primitive RAG-like web search model context protocol server that runs locally without the need for APIs.

ai-agent-marketplace-index-mcp

4.1

by AI-Agent-Hub

MCP Server for AI Agent Marketplace Index from DeepNLP, allowing AI assistants to search available AI agents by keywords or categories.

playwright-mcp

3.8

by microsoft

Playwright MCP is a Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots.

browser-tools-mcp

3.8

by AgentDeskAI

BrowserTools MCP is a browser monitoring and interaction tool that enhances AI applications by capturing and analyzing browser data through a Chrome extension.

mcp-crawl4ai-rag

3.8

by coleam00

Crawl4AI RAG MCP Server is a powerful implementation of the Model Context Protocol (MCP) integrated with Crawl4AI and Supabase, providing AI agents and AI coding assistants with advanced web crawling and RAG capabilities.

mcp-server-weibo

3.8

by Selenium39

The Weibo MCP Server (TypeScript Version) is designed for scraping Weibo user information, feeds, and search functionality using the Model Context Protocol.

Notte Browser

3.7

by nottelabs

The Notte MCP Server is a Model Context Protocol server designed to manage sessions, run agents, and perform actions such as observing, scraping, and authenticating within the agentic ecosystem.

duckduckgo-mcp-server

3.7

by nickclyde

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

google-search

3.6

by web-agent-master

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches and extract results.

mcp-selenium

3.6

by angiejones

A Model Context Protocol (MCP) server implementation for Selenium WebDriver, enabling browser automation through standardized MCP clients.

mcp-server-rag-web-browser

3.6

by apify

Implementation of an MCP server for the RAG Web Browser Actor, enabling AI agents to perform web searches and extract information from web pages.

Redbook-Search-Comment-MCP2.0

3.6

by chenningling

小红书自动搜索评论工具（MCP Server 2.0）是一个基于 Playwright 开发的自动化工具，旨在帮助用户自动登录小红书、搜索关键词、获取笔记内容及发布AI生成评论。

playwright-plus-python-mcp

3.6

by blackwhite084

A MCP server with Playwright tools for browser automation and note management.

perplexity-mcp-server

3.6

by spragginsdesigns

The Perplexity MCP Server is a simple Model Context Protocol server that allows users to perform web searches using Perplexity AI.

crawl4ai-mcp-server

3.6

by weidwonder

Crawl4AI MCP Server is an intelligent information retrieval server based on the Model Context Protocol (MCP), designed to enhance AI assistant systems with powerful search capabilities and web content understanding optimized for LLMs.

kagimcp

3.6

by kagisearch

Kagi MCP server is a model context protocol server designed to integrate with various platforms, providing search and summarization capabilities through the Kagi API.

browser-mcp

3.6

by djyde

A browser extension and MCP server that allows you to interact with the browser you are using.

mcp-server

3.5

by browserstack

BrowserStack MCP Server enables developers and testers to use BrowserStack's Test Platform directly from AI tools, facilitating manual and automated testing on real devices and browsers.

web-browser-mcp-server

3.5

by blazickjp

The Web Browser MCP Server allows AI models to browse and extract content from the web using the Message Control Protocol (MCP).

browser-control-mcp

3.5

by eyalzh

An MCP server paired with a browser extension that enables AI agents to manage the user's local browser for research and information retrieval.

Sketch-Context-MCP

3.5

by jshmllr

A Model Context Protocol (MCP) server for integrating Sketch designs with IDEs such as Cursor, Cline, or Windsurf.

scrapeless-mcp-server

3.5

by scrapeless-ai

Seamlessly integrate real-time Google SERP results into your LLM applications using the Scrapeless MCP server.

perplexity-mcp-zerver

3.5

by wysh3

Perplexity MCP Zerver is a research-level Model Context Protocol server that provides AI-powered research capabilities by interacting with the Perplexity website without requiring an API key.

duckduckgo-mcp-server

3.5

by zhsama

A TypeScript-based MCP server providing DuckDuckGo search functionality.