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SYSTEMS & AUTOMATION

Connect the data.
Remove the repetition.

I build the useful layer between a website and the services around it: API integrations, scheduled workflows, MCP tools and focused WordPress plugins.

MCPREST APIsPythonWordPress pluginsCronCaching
FEATURED SYSTEM · OPEN SOURCE · OFFICIAL MCP REGISTRY · LIVE IN PRODUCTION

Live space-weather data
for AI assistants.

A public MCP server that gives AI assistants direct access to current NOAA space-weather data through four structured tools. Instead of answering from stale model knowledge, a compatible assistant can call the live service for the current Kp index, a three-day forecast, recent solar-flare activity or an aurora-visibility estimate for a specific latitude.

Designed, deployed and published end to end — from the four-tool interface and NOAA parsing to a public TLS endpoint, official registry entry and documentation for both hosted and self-managed use.

PythonMCP SDK 2.xStreamable HTTPstdioNOAA APIssystemdCaddy



        
  • Four NOAA-backed tools exposed through Model Context Protocol
  • Stateless and keyless service with no database
  • Network and data-format failures returned safely without crashing
  • Live Ubuntu VPS deployment with systemd, Caddy, SNI routing and automated TLS
  • Domain ownership verified through an Ed25519-signed DNS TXT record
  • End-to-end tested through a live AI-assistant tool call

      

    

    

      
ENGINEERING STORY · REAL-DATA PARSING

      
After publication, two NOAA feeds capitalised the same field name differently — the parser silently discarded the observed points while the server stayed healthy.

      
The parser was corrected, verified against an independent calculation from the raw NOAA feed, redeployed and republished as a new registry version.

    

  






  

    
SYSTEM · SELF-DIRECTED BUILD · WORDPRESS PLUGIN · v0.3.1

    

      

        
City Latency Monitor

        
A working WordPress plugin that connects WordPress to an external measurement API: credentials stay on the server, one origin and up to five destinations run in parallel, asynchronous jobs are polled and the results come back as normalized network-latency cards.

        
  • Installable plugin with admin settings and [city_latency_monitor] shortcode
  • Server-side credentials and free connection test
  • One origin, up to five destinations, parallel live results
  • Average, minimum, maximum and packet loss per route
  • Explicit provider-credit calculation before submission
  • Anonymous limit of 40 submitted routes per visitor per UTC day

        

          WordPress shortcode→secure AJAX→external API→async result
        

        
WordPress pluginPHPJavaScriptPythonREST APIRate limiting

      

      
city latency monitor — plugin UI
City Latency Monitor WordPress plugin — live latency results for two routes

    

  






  

    
SYSTEM · INSTAGRAM GRAPH API · AUTOMATION

    

      

        
Stockd Social Sync

        
A production integration that keeps the website current without manual duplication: official social data is fetched, cached and rendered into the custom front end.

        
  • Six latest Instagram posts
  • Three-hour scheduled refresh
  • Cached content remains available through API failures

        
REST APITokensJSONCronFallback

      

      
stockd.biz — instagram sync
Stockd website — automated Instagram feed block

    

  







  

    
HAVE A PROJECT, A TECHNICAL MESS, OR A GOOD IDEA?

    
Let's make it work.

    michael@hurzhi.com ↗
    
DORNBIRN, AUSTRIAREMOTE WORLDWIDEREGISTERED AUSTRIAN EPU