mcp-crawl4ai-rag

About mcp-crawl4ai-rag

Crawl4AI RAG MCP Server Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants A powerful implementation of the Model Context Protocol (MCP) integrated with Crawl4AI and Supabase for providing AI agents and AI coding assistants with advanced web crawling and RAG capabilities. With this MCP server, you can scrape anything and then use that knowledge anywhere for RAG. The primary goal is to bring this MCP server into Archon as I evolve it to be more of a knowledge engine for AI coding assistants to build AI agents.

Quick Facts

Stars	2,261
Forks	577
Language	Python
Category	MCP Server
License	MIT
Quality Score	73.2578538021368/100
Open Issues	56
Last Updated	2025-07-25
Created	2025-05-03
Platforms	browser, mcp, python
Est. Tokens	~18k

Compatible Skills

These tools work well together with mcp-crawl4ai-rag for enhanced workflows:

AIWriteX — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)
oxylabs-ai-studio-py — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)
open-assistant-api — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)
robotics-agent-skills — semantic(0.15)+complementary+same_lang+similar_pop+shared_platform (55%)
langchain-agent-skills — semantic(0.24)+complementary+same_lang+shared_platform (48%)

More MCP Server Tools

Explore other popular mcp server tools:

ECC ⭐ 264.7k
n8n ⭐ 205.6k
everything-claude-code ⭐ 186.6k
dify ⭐ 156.8k
open-webui ⭐ 152.7k
cc-switch ⭐ 134.0k
graphify ⭐ 120.2k
gemini-cli ⭐ 107.1k
awesome-mcp-servers ⭐ 95.4k
ragflow ⭐ 90.9k

View all MCP Server tools →

Popular Python Agent Tools

hermes-agent ⭐ 247.8k · Codex Skill
AutoGPT ⭐ 187.5k · Agent Tool
skills ⭐ 175.7k · Claude Skill
langflow ⭐ 155.1k · Agent Tool
open-webui ⭐ 152.7k · MCP Server

Frequently Asked Questions

What is mcp-crawl4ai-rag?

mcp-crawl4ai-rag is Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants. It is categorized as a MCP Server with 2.3k GitHub stars.

What programming language is mcp-crawl4ai-rag written in?

mcp-crawl4ai-rag is primarily written in Python.

How do I install or use mcp-crawl4ai-rag?

You can find installation instructions and usage details in the mcp-crawl4ai-rag GitHub repository at github.com/coleam00/mcp-crawl4ai-rag. The project has 2.3k stars and 577 forks, indicating an active community.

What license does mcp-crawl4ai-rag use?

mcp-crawl4ai-rag is released under the MIT license, making it free to use and modify according to the license terms.

View on GitHub → Browse MCP Server tools