IMTI

Architecting, Developing, SRE, DevOps, AI/ML

AI Data Lake Access with MCP and S3

Building composable MCP servers for object storage

mcp-s3 exposes S3 and S3-compatible storage to AI assistants via MCP. Use it standalone or import it as a Go library to build custom MCP servers with authentication, audit logging, and content filtering.

Posted by Craig Johnston Monday, January 19, 2026

AI Data Warehouse Access with MCP and Trino

Building composable MCP servers for enterprise data

mcp-trino exposes Trino's federated SQL engine to AI assistants via MCP. Use it standalone or import it as a Go library to build custom MCP servers with authentication, audit logging, and query filtering.

Posted by Craig Johnston Saturday, January 17, 2026

Apache NiFi: Dynamic HTTP Listeners with portpxy

Apache NiFi Part 5

I wrote portpxy to solve an annoying problem: NiFi lets you spin up HTTP listeners at runtime, but Kubernetes makes you update manifests every time you want to expose a new port. This article shows how portpxy fixes that.

Posted by Craig Johnston Thursday, April 20, 2023

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ai apache nifi blockchain data data science development devops docker elasticsearch go golang ingress iot json kubectl kubefwd kubernetes linear algebra linear algebra: golang linear algebra: python machine learning math matrices mcp microservices python raspberry pi security utils
ABOUT ME

I lead a talented team of software development and creative engineers, covering many industries looking to collect, analyze, move, buffer, queue, process and present data in significant ways. My expertise and that of my team revolve around microservices, artificial intelligence, algorithms, and machine learning.

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