Your CLI is already an AI tool
A well-built CLI already has what an agent needs: named operations, descriptions and typed parameters. Exposing one over MCP takes no AI code.


A well-built CLI already has what an agent needs: named operations, descriptions and typed parameters. Exposing one over MCP takes no AI code.

Seed a Neo4j 4.x database inside a Kubernetes pod with an init container running neo4j-admin import, and fix the store-id and memory errors.
