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Show HN: Status Observer MCP – Monitor Operational Status of Services in Claude

https://github.com/imprvhub/mcp-status-observer
1•ivanimprv•1y ago

Comments

badmonster•1y ago
How does the Status Observer MCP handle cases where the status APIs of monitored platforms have varying data formats? Does it require custom parsing logic for each platform, or is there a unified way to handle different responses?
ivanimprv•1y ago
Thanks for the question! Yes, Status Observer MCP handles varying API formats through a hybrid approach. While some platforms provide clean JSON responses, others like GCP required custom helpers in a separate backend that parse the specific data formats and normalize them before delivery to the MCP server. This lets us handle platform-specific quirks while maintaining a consistent devolution. If you have any platform suggestions you'd like to see added, please create an issue in the repository. I'd be happy to work on implementing them!

Throwing 107 GB and 5B fake rows of order data at DuckDB and Athena

https://fet.dev/posts/throwing-lots-of-data-on-duckdb/
1•b-man•1m ago•0 comments

Proctor – signed isolation bundles for AI coding-agent benchmarks

https://github.com/dylanp12/proctor
1•dp12•1m ago•0 comments

Show HN: Sklearn-genetic-opt – evolutionary optimization for scikit-learn

https://rodrigo-arenas.github.io/Sklearn-genetic-opt/
1•rodrigo-arenas•1m ago•0 comments

Show HN: Persist OS – Durable decisions for AI code

https://github.com/Karthick-Ramachandran/persist-os
1•karthickrmchn•1m ago•0 comments

Ultra: An OS that aims for full ABI compatibility with Linux userland

https://github.com/UltraOS/Ultra
1•mrunix•4m ago•0 comments

Anthropic updates their terms to verify age or identity

https://www.anthropic.com/legal/privacy
2•arunc•4m ago•0 comments

Apple Shares Video on How Pro Surfers Use Apple Watch During Competition

https://www.macrumors.com/2026/06/23/apple-watch-world-surf-league/
1•Tomte•5m ago•0 comments

When Historical Fiction Is a Crime (2020)

https://newrepublic.com/article/160719/historical-fiction-crime-ahmet-altan-turkey
1•downbad_•6m ago•0 comments

Burp: A Universal Schema for Drift‑Free Reasoning

https://github.com/denisbailey-RS/BURP
1•ucroboticist•8m ago•1 comments

Death Is an Engineering Problem

https://originals.is/p/death-is-an-engineering-problem
1•MediaSquirrel•8m ago•1 comments

Vibe Under Constraint

https://ngrislain.github.io/projects/2026-6-22-vibe-under-constraint/
1•ngrislain•9m ago•1 comments

Does the war on "ultra-processed foods" make any sense?

https://www.theatlantic.com/health/2026/06/ultra-processed-foods-nutrition-science/687626/
2•fortran77•9m ago•1 comments

Does AI Adoption Improve Productivity? Effects over the First Three Years

https://www.bok.or.kr/eng/bbs/B0000354/view.do?nttId=10098400&menuNo=400409
1•b-man•10m ago•0 comments

Show HN: Optimal model routing directly in Claude, Codex and Cursor

https://github.com/workweave/router
1•adchurch•11m ago•0 comments

Show HN: Project Cherub – TempleOS Fork. Early Build ISO and Future Plans

1•Rubinoslaw•11m ago•0 comments

How to Live Without Options – and Why It's the Key to Happiness

https://www.joanwestenberg.com/p/how-to-live-without-options-and-why
1•spking•11m ago•0 comments

Rose Gyre, a blooming vortex made from moving particles

https://sand-morph.up.railway.app/rose-gyre
1•echohive42•12m ago•0 comments

Why smarter models won't lead to AI co-workers

https://usize.github.io/blog/2026/april/why-no-ai-coworkers.html
1•plaidthunder•16m ago•0 comments

See a Salamander Grow from a Single Cell in This Time-Lapse (2019)

https://www.youtube.com/watch?v=SEejivHRIbE
2•chistev•17m ago•0 comments

Elon Musk and the plot to hijack America's broadband

https://www.theverge.com/policy/953944/bead-broadband-funding-trump-musk-bezos
2•igortru•19m ago•0 comments

Elenchus: The open-source Claude Tag

https://github.com/Kheil-Z/elenchus
1•AdilZtn•19m ago•0 comments

Sakana AI Releases 'Fugu Ultra' to Match Frontier Performance

https://sakana.ai/fugu-release/
1•saikatsg•21m ago•0 comments

The true reason C++ always wins [video]

https://www.youtube.com/watch?v=I7fEsbksKRE
1•arbayi•22m ago•1 comments

Meccha Chameleon sold 7M copies on Steam just 12 days after launch

https://twitter.com/iamtonyzhu/status/2069370065607422446
4•vantareed•22m ago•0 comments

San Jose Semaphore

https://www.adobe.com/about-adobe/visit-us/sj-semaphore.html
1•Stratoscope•23m ago•0 comments

Macrofinancial Implications of Foreign Crypto Assets for Developing Economies [pdf]

https://www.imf.org/-/media/files/publications/ftn063/2023/english/ftnea2023012.pdf
1•simonebrunozzi•24m ago•0 comments

AI's Reliability Gap

https://arachnemag.substack.com/p/ais-reliability-gap
1•zygmunt417•24m ago•0 comments

Flock says its cameras don't track people. Training videos say otherwise.[video]

https://www.youtube.com/watch?v=YNXeNklUrIc
1•jupr•26m ago•0 comments

Scientists discover 'ballista spider', launches prey 140x the force of gravity

https://www.dexerto.com/entertainment/scientists-discover-ballista-spider-that-launches-prey-at-1...
1•thunderbong•28m ago•0 comments

Mistral CEO: AI companies should pay a content levy in Europe

https://www.ft.com/content/d63d6291-687f-4e05-8b23-4d545d78c64a
1•Teever•28m ago•0 comments