ARTICLE31
What I Learned Building an MCP Server for a 130K-Node Knowledge Graph
DEV.to AIΒ·April 16, 2026
This content details the lessons learned from building a Model Context Protocol (MCP) server in Python for a 130K-node Neo4j knowledge graph, highlighting crucial insights often missed in tutorials. A key takeaway is to design tools based on questions agents ask, rather than mirroring database schemas, exemplified by a 'search_entities' tool.
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