mcp-crawl4ai-rag

coleam00/mcp-crawl4ai-rag

4.1
browser_automationresearch_and_dataai_chatbot

mcp-crawl4ai-rag is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.

If you are the rightful owner of mcp-crawl4ai-rag and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

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.

Try mcp-crawl4ai-rag with chat:

Loading Tools

Connecting to MCP server and fetching available tools...

Related MCP Servers

View all browser_automation servers →
fetch-mcp

fetch-mcp

4.5

by zcaceres

This MCP server provides functionality to fetch web content in various formats, including HTML, JSON, plain text, and Markdown.

browser_automation
fetcher-mcp

fetcher-mcp

4.4

by jae-jae

Fetcher MCP is a server designed to fetch web page content using the Playwright headless browser.

browser_automation
mcp-webresearch

mcp-webresearch

4.4

by mzxrai

A Model Context Protocol (MCP) server for web research, enabling real-time information retrieval and research capabilities within the Claude Desktop app.

research_and_data
mcp-local-rag

mcp-local-rag

4.2

by nkapila6

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

research_and_data
firecrawl-mcp-server

firecrawl-mcp-server

4.2

by firecrawl

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

browser_automation
mcp-server-serper

mcp-server-serper

4.1

by marcopesani

A TypeScript-based MCP server that provides web search and webpage scraping capabilities using the Serper API.

browser_automation
ai-agent-marketplace-index-mcp

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.

browser_automation
playwright-mcp

playwright-mcp

4.1

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_automation
mcp-browser-use

mcp-browser-use

4.0

by Saik0s

AI-driven browser automation server implementing the Model Context Protocol (MCP) for natural language browser control and web research.

browser_automation
mcp-server

mcp-server

3.9

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.

cloud_platforms
mcp-selenium

mcp-selenium

3.9

by angiejones

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

browser_automation
google-search

google-search

3.9

by web-agent-master

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

browser_automation
web-eval-agent

web-eval-agent

3.8

by Operative-Sh

operative.sh's MCP Server is a tool for autonomous debugging of web applications directly from your code editor.

browser_automation
mcp-server-weibo

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.

browser_automation
RedNote-MCP

RedNote-MCP

3.7

by iFurySt

RedNote MCP is a Model Context Protocol server for accessing content on Xiaohongshu.

browser_automation
cursor-talk-to-figma-mcp

cursor-talk-to-figma-mcp

3.7

by grab

This project implements a Model Context Protocol (MCP) integration between Cursor AI and Figma, allowing Cursor to communicate with Figma for reading designs and modifying them programmatically.

browser_automation
Redbook-Search-Comment-MCP2.0

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。

browser_automation
playwright-plus-python-mcp

playwright-plus-python-mcp

3.6

by blackwhite084

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

browser_automation
kagimcp

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_automation
browser-mcp

browser-mcp

3.5

by djyde

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

browser_automation
playwright-mcp

playwright-mcp

3.5

by cloudflare

Cloudflare Playwright MCP integrates Playwright for automated browser testing with Cloudflare Workers.

browser_automation
mcp-ui

mcp-ui

3.5

by machaojin1917939763

MCP聊天应用是一个基于Vue.js构建的现代化聊天界面，支持通过Model Context Protocol (MCP)与各种服务和工具进行交互。

ai_chatbot
comfyui-mcp-server

comfyui-mcp-server

3.5

by joenorton

A lightweight Python-based MCP server interfacing with ComfyUI for image generation via AI agent requests.

browser_automation
mcp-tool-kit

mcp-tool-kit

3.5

by getfounded

The MCP Tool Kit is a modular server implementation designed for building high precision vertical AI agents, reducing code usage by over 50% compared to the Python MCP SDK alone.

ai_chatbot
scrapeless-mcp-server

scrapeless-mcp-server

3.5

by scrapeless-ai

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

browser_automation
bing-search-mcp

bing-search-mcp

3.5

by leehanchung

A Model Context Protocol (MCP) server for Microsoft Bing Search API integration, allowing AI assistants to perform web, news, and image searches.

browser_automation
Sketch-Context-MCP

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.

browser_automation