qdrant-neo4j-crawl4ai-mcp
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.
Repo ↗
AI & Machine Learning
agentic-rag
ai
crawl4ai
fastmcp
graph-database
hybrid-search
keyword-search
kubernetes
mcp
mcp-server
neo4j
pydantic-ai
pydantic-v2
qdrant
reranking
semantic-search
vector-database
vector-embeddings
⚙ Agent Friendliness
N/A
Not evaluated
Can an agent use this?
🔒 Security
N/A
Not evaluated
Is it safe for agents?
⚡ Reliability
N/A
Not evaluated
Does it work consistently?
Scores are editorial opinions as of unknown date.