BjornMelin/qdrant-neo4j-crawl4ai-mcp

Score: 10.7 Rank #21645

MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabilities. FastMCP 2.0 architecture with enterprise security, monitoring, and Kubernetes deployment. AI/ML engineering powerhouse.

Overview

BjornMelin/qdrant-neo4j-crawl4ai-mcp is a Python MCP server licensed under MIT. MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabilities. FastMCP 2.0 architecture with enterprise security, monitoring, and Kubernetes deployment. AI/ML engineering powerhouse.

Ranked #21645 out of 25632 indexed tools.

Ecosystem

Python MIT

Signal Breakdown

Stars 8

Freshness 8mo ago

Issue Health 0%

Contributors 0

Dependents 0

Forks 2

Description Detailed

License MIT

How to Improve

Freshness high impact

Last commit was 261 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 1 open vs 0 closed issues — triaging stale issues improves health

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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AgentRank score for BjornMelin/qdrant-neo4j-crawl4ai-mcp

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Details

Stars: 8
Forks: 2
Open Issues: 1
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: MIT
Last Commit: 8mo ago

Matched Queries

"mcp server""mcp-server"

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