Crawl4AI-RAG-MCP-Server

Anshumaan031/Crawl4AI-RAG-MCP-Server

3.4
browser_automationdatabasesai_chatbot

If you are the rightful owner of Crawl4AI-RAG-MCP-Server 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.

Tools

Functions exposed to the LLM to take actions

crawl_single_page`

Quickly crawl a single web page and store its contents into a vector database

smart_crawl_url`

full.txt or regular web pages that require recursive crawling) intelligently crawl the entire website

get_available_sources`

Get a list of all available sources (domain names) in the database

perform_rag_query`

Use semantic search (optional source filtering) to find relevant content

Prompts

Interactive templates invoked by user choice

No prompts

Resources

Contextual data attached and managed by the client

No resources

Related MCP Servers

View all browser_automation servers →
fetch-mcp

fetch-mcp

4.7

by zcaceres

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

browser_automation
markdownify-mcp

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.

file_systems
brightdata-mcp

brightdata-mcp

4.4

by brightdata

Bright Data MCP server enables real-time web data access for LLMs, agents, and apps, facilitating seamless web navigation and data retrieval.

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
Fetch

Fetch

4.3

by modelcontextprotocol

A Model Context Protocol server that provides web content fetching capabilities, enabling LLMs to retrieve and process content from web pages.

browser_automation
mcp

mcp

4.3

by BrowserMCP

Browser MCP is a model context protocol server and Chrome extension designed to automate your browser using AI applications.

browser_automation
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
mcp-crawl4ai-rag

mcp-crawl4ai-rag

4.2

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.

browser_automation
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
google-search

google-search

4.0

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
mcp-server

mcp-server

4.0

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
browser-use-mcp-server

browser-use-mcp-server

3.8

by co-browser

An MCP server that enables AI agents to control web browsers using browser-use.

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
g-search-mcp

g-search-mcp

3.6

by jae-jae

G-Search MCP is a powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

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
search1api-mcp

search1api-mcp

3.6

by fatwang2

A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API.

browser_automation
playwright-mcp

playwright-mcp

3.6

by cloudflare

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

browser_automation
markmap-mcp-server

markmap-mcp-server

3.6

by jinzcdev

Markmap MCP Server is a tool for converting Markdown text into interactive mind maps using the Model Context Protocol.

developer_tools
xhs-mcp-server

xhs-mcp-server

3.5

by aicu-icu

小红书MCP服务器是基于Electron和小红书Web API的开发工具，旨在提供快速、便捷的开发体验。

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
perplexity-mcp-zerver

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.

research_and_data
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
one-search-mcp

one-search-mcp

3.5

by yokingma

OneSearch MCP Server is a Model Context Protocol server that integrates with various search engines and web scrapers for web search, crawling, and content extraction.

browser_automation
chrome-tools-MCP

chrome-tools-MCP

3.5

by nicholmikey

An MCP server that provides tools for interacting with Chrome through its DevTools Protocol. This server enables remote control of Chrome tabs, including executing JavaScript, capturing screenshots, monitoring network traffic, and more.

browser_automation