Qdrant Neo4j Crawl4AI MCP Server

Enables autonomous orchestration of vector search, knowledge graph queries, and web crawling through a single MCP interface, providing agentic RAG capabilities for AI assistants.

→ BjornMelin/qdrant-neo4j-crawl4ai-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

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// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/bjornmelin-qdrant-neo4j-crawl4ai-mcp-1dr1z3)](https://m8ven.ai/mcp/bjornmelin-qdrant-neo4j-crawl4ai-mcp-1dr1z3)

commit: ea7f2c6feaa683c5c1f37b73004ec0245a4330f7

code hash: 68dbee5547efc9afe8fa67fccdb2a180abc0c0aee907fe53bcc21c90e2c3fc09

verified: 6/12/2026, 10:40:57 AM

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