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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•7mo ago

Comments

badmonster•7mo 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•7mo 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!

"Rising" American Maternal Mortality Rates: more than you wanted to know

https://hardlyworking1.substack.com/p/rising-american-maternal-mortality
1•paulpauper•31s ago•0 comments

Why clinical trials are inefficient. And why it matters

https://learninghealthadam.substack.com/p/why-clinical-trials-are-inefficient
1•paulpauper•1m ago•0 comments

Stanford's star eporter takes on Silicon Valley's money-soaked startup culture

https://techcrunch.com/2025/12/11/stanfords-star-reporter-takes-on-silicon-valleys-money-soaked-s...
1•wslh•1m ago•0 comments

There are things that AIs understand and no human can

https://jovex.substack.com/p/there-are-already-things-that-ais
2•paulpauper•1m ago•0 comments

Show HN: Share and install AI configurations with a single command

https://shaicli.dev
1•sebasjimenezv•1m ago•0 comments

Hue Am I? Test your color perception skills

https://hue-am-i.up.railway.app/leaderboard
1•eigen-vector•2m ago•0 comments

Your earbuds can translate 70 languages in real-time now, thanks to Gemini

https://www.zdnet.com/article/google-translate-languages-real-time-earbuds-gemini-update/
1•geox•2m ago•0 comments

Akhetonics Photonic GPU [video]

https://www.youtube.com/watch?v=9tqOPS6x9l8
1•t43562•4m ago•1 comments

Taking Blogging Seriously

https://tomcritchlow.com/2025/06/27/taking-blogging-seriously/
2•speckx•5m ago•0 comments

AI Can Write Your Code. It Can't Do Your Job

https://terriblesoftware.org/2025/12/11/ai-can-write-your-code-it-cant-do-your-job/
1•birdculture•5m ago•0 comments

100+ Free Events at the JPM Healthcare Conference in San Francisco Jan 11 - 16

https://biotechhunter.com/2026-jpm-healthcare-conference-guide
1•johnys•5m ago•1 comments

Facilitating AI Adoption at Imprint

https://lethain.com/company-ai-adoption/
1•mooreds•6m ago•0 comments

Why Meta's $70B Metaverse Gamble Collapsed

https://medium.com/@gp2030/why-metas-70-billion-metaverse-gamble-collapsed-5ad3260c15c8
2•light_triad•7m ago•0 comments

Tinker: General Availability and Vision Input

https://thinkingmachines.ai/blog/tinker-general-availability/
2•roborovskis•10m ago•0 comments

Buildkite: Nothing works until you make it

https://medium.com/design-bootcamp/nothing-works-until-you-make-it-work-d48a2148bf60
1•jmilkbal•11m ago•1 comments

My Python setup, December 2025

https://chrisamico.com/blog/2025-12-07/uv-new-python-setup/
2•todsacerdoti•13m ago•0 comments

Show HN: SafeShell – reversible shell commands for local AI agents

https://github.com/qhkm/safeshell
1•qhkm•15m ago•0 comments

Framework for Preventing Unauthorized Zero-Shot Image-to-Image Generation

https://arxiv.org/abs/2512.00075
2•PaulHoule•21m ago•0 comments

A Glance at GPU Goodness in Java: LLM Inference with TornadoVM

https://www.javaadvent.com/2025/12/a-glance-at-gpu-goodness-in-java-llm-inference-with-tornadovm....
2•mikepapadim•23m ago•0 comments

Congress imposes new security restrictions on U.S. researchers

https://www.science.org/content/article/congress-imposes-new-security-restrictions-u-s-researchers
2•bikenaga•24m ago•0 comments

John Varley (1947-2025)

https://locusmag.com/2025/12/john-varley-1947-2025/
2•speckx•25m ago•1 comments

Apple Releases iPadOS 26.2 with Multitasking Improvements

https://www.macrumors.com/2025/12/12/apple-releases-ipados-26-2/
3•tosh•26m ago•0 comments

Bill Gates' daughter secures $30M for an AI app she built in Stanford dorm room

https://www.sfchronicle.com/entertainment/article/phoebe-gates-stanford-ai-startup-phia-21231446.php
3•randycupertino•27m ago•3 comments

Luxical: Lexical-Dense Embeddings for Web-Scale Data Curation (3×–100× Faster)

https://www.datologyai.com/blog/introducing-luxical-embeddings
2•hurrycane•27m ago•0 comments

Home Depot GitHub token exposed for a year, granted access to internal systems

https://techcrunch.com/2025/12/12/home-depot-exposed-access-to-internal-systems-for-a-year-says-r...
9•kernelrocks•31m ago•0 comments

OpenAI Supply Co

https://supply.openai.com/
2•RustSupremacist•32m ago•1 comments

DS-Serve: A framework for efficient, scalable neural retrieval

https://berkeley-large-rag.github.io/RAG-DS-Serve/
3•yichuan•32m ago•0 comments

A look at an Android ITW DNG exploit

https://googleprojectzero.blogspot.com/2025/12/a-look-at-android-itw-dng-exploit.html
5•el_duderino•33m ago•0 comments

Show HN: I'm building an open-source Amazon

https://openship.org
2•theturtletalks•35m ago•0 comments

Ask HN: Who is honestly evaluating AI outputs and how?

2•toddmorey•37m ago•0 comments