SERVER

Crawl4AI RAG MCP Server

Rank #3,619

glama/coleam00/mcp-crawl4ai-rag

Web crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.

Not versioned
2,245 GitHub stars
by coleam00 (4 servers)View repository ↗
First listed
May 4, 2025
Last publish date
OVERVIEW

Crawl4AI RAG MCP Server is a Model Context Protocol (MCP) server published by coleam00. It ranks #3,619 of 115,460 servers tracked on MCP Toplist, and its repository has 2,245 GitHub stars. Crawl4AI RAG MCP Server is listed across 3 registries — Glama, PulseMCP and mcp.so, and ships as a single rolling release with no explicit version metadata. It was first listed on May 4, 2025.

STANDING
#3,619of 115,460 tracked serversTop 5%

Ranks ahead of 111,841 of 115,460 servers on MCP Toplist.

Recent momentum
+98GitHub stars since Apr 27 (+5%)
CONNECT

Use Crawl4AI RAG MCP Server

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 5% of 115,460
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fcoleam00%2Fmcp-crawl4ai-rag.svg)](https://mcptoplist.com/server/glama%2Fcoleam00%2Fmcp-crawl4ai-rag)
HTML
<a href="https://mcptoplist.com/server/glama%2Fcoleam00%2Fmcp-crawl4ai-rag"><img src="https://mcptoplist.com/badge/glama%2Fcoleam00%2Fmcp-crawl4ai-rag.svg" alt="MCP Toplist: Top 5% of 115,460" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 2 registries (1 delisted)

PulseMCPDelisted · last seen Jun 4, 2026
ORGANIZATION

coleam00

Organization
Servers in org
4
Versions across org
0
MORE FROM THIS PUBLISHER

Other servers by coleam00

View all coleam00 servers →
VERSIONS

Not versioned

This server is published through registries that do not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

Who maintains Crawl4AI RAG MCP Server?
Crawl4AI RAG MCP Server is maintained by coleam00, which publishes 4 MCP servers (0 total versions) tracked on MCP Toplist.
Is Crawl4AI RAG MCP Server listed on the Official MCP Registry?
Crawl4AI RAG MCP Server is not on the Official MCP Registry. It is listed on Glama, PulseMCP and mcp.so.
How many versions does Crawl4AI RAG MCP Server have?
Crawl4AI RAG MCP Server ships as a single rolling release with no explicit version metadata.
Where can I find the source code for Crawl4AI RAG MCP Server?
The source code for Crawl4AI RAG MCP Server is hosted at github.com/coleam00/mcp-crawl4ai-rag.
EXPLORE