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mcp-crawl4ai-rag

mcp-crawl4ai-rag is an MCP server, listed under databases. It reaches neo4j, openai and supabase. It needs NEO4J_PASSWORD, OPENAI_API_KEY and SUPABASE_SERVICE_KEY to authenticate. Its repository has 2,268 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.

Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants

Install

MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. mcp-crawl4ai-rag’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.

What it reaches, and what it needs

Reaches
neo4j, openai, supabase
Credential
NEO4J_PASSWORD, OPENAI_API_KEY, SUPABASE_SERVICE_KEY

Maintenance

Stars
2268
State
stale
Licence
MIT
From the repository

Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants

mcp-crawl4ai-rag compared with similar servers

mcp-crawl4ai-rag compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
mcp-crawl4ai-rag (this page)neo4j, openai, supabaseNEO4J_PASSWORD, OPENAI_API_KEY, SUPABASE_SERVICE_KEY2,2682025-07-25MIT
CodeGraphContextneo4j(1 shared)NEO4J_PASSWORD4,3602026-10-22MIT
supabase-mcp-serverquery, supabase(1 shared)QUERY_API_KEY, SUPABASE_ACCESS_TOKEN, SUPABASE_DB_PASSWORD, SUPABASE_SERVICE_ROLE_KEY8332026-08-21Apache-2.0
atlas-mcp-serverneo4j(1 shared)MCP_AUTH_SECRET_KEY, NEO4J_PASSWORD4782025-07-22Apache-2.0
mcpneo4j(1 shared)NEO4J_MCP_PASSWORD3002026-10-22NOASSERTION
mcp-neo4j-memory-serverneo4j(1 shared)NEO4J_PASSWORD232025-03-15MIT

Ranked by services in common with mcp-crawl4ai-rag, then by stars. Figures are from each repository when we last read it.

Common questions about mcp-crawl4ai-rag

What does mcp-crawl4ai-rag do?
Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants
How do I install mcp-crawl4ai-rag?
Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/coleam00/mcp-crawl4ai-rag
What does mcp-crawl4ai-rag connect to, and what does it need?
It reaches neo4j, openai and supabase. The credentials we found in its source are NEO4J_PASSWORD, OPENAI_API_KEY and SUPABASE_SERVICE_KEY.
Is mcp-crawl4ai-rag official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 2,268 GitHub stars and its state in our directory is stale. Its last commit we recorded was on 2025-07-25.
What licence does mcp-crawl4ai-rag use?
The repository declares the MIT licence.

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