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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!

Show HN: A 15 MB Mac menu bar app that brings the Dock to the pointer

https://withbeckon.app/
1•iamdavidoti•1m ago•0 comments

New study traces van Gogh's famed Starry Night to an actual night sky from 1889

https://apnews.com/article/van-gogh-starry-night-space-6385c8e37f748bddc4137cdda5c76887
1•wltyn•1m ago•0 comments

Show HN: CATT 0.2.1: Test agents/services against a Muse/Instinct-alike, in CI

https://github.com/Coverage-Cat/consumer-agent-testing-tool
1•botacode•3m ago•0 comments

Rule 30: one black cell

https://www.wolframcollatzmahler.com/rule30/index.html
1•amichail•5m ago•0 comments

Open call for guest investigators in the life sciences

https://www.anthropic.com/news/open-call-guest-investigators-life-sciences
1•surprisetalk•6m ago•0 comments

Sony Exits UHD Blu-ray Player Market as Pull Back from Physical Media Continues

https://www.pushsquare.com/news/2026/10/sony-exits-uhd-blu-ray-player-market-as-pull-back-from-ph...
1•throw0101c•7m ago•0 comments

100% Reproducible OpenWrt SNAPSHOTs

https://aparcar.org/100-reproducible-openwrt/
1•aparcar•8m ago•0 comments

Liquid AI launches sub-20ms latency stack

https://www.liquid.ai/blog/low-latency
1•pember•10m ago•2 comments

Show HN: MarketMee – Builds marketing material from every push to GitHub

https://marketmee.app
1•adeiji1•11m ago•0 comments

The $300k Competition to Hijack AI Agents

https://www.aiengineering.report/p/inside-the-300k-competition-to-hijack
1•waprin•11m ago•0 comments

FBI sent a letter to MLK to try to convince him to kill himself

https://www.vox.com/xpress/2014/11/12/7204453/martin-luther-king-fbi-letter
4•handfuloflight•13m ago•0 comments

Show HN: Stumble Upon for AI News

https://ainews247.org/
2•computerex•13m ago•0 comments

Divine D. MVP

1•dawndrums•13m ago•0 comments

I'm Not Doing 996

https://www.elenaverna.com/p/im-not-doing-996
2•simonebrunozzi•15m ago•0 comments

The Perl and Raku Foundation by the Numbers

https://www.olafalders.com/2026/10/22/the-perl-and-raku-foundation-by-the-numbers/
1•oalders•15m ago•0 comments

Show HN: CNET – Complex-valued neural networks from scratch in C++/CUDA

https://github.com/crasmarum/CNet
2•almaya•16m ago•0 comments

The cult of the iPhone mini is alive and thriving

https://www.fastcompany.com/91625181/the-cult-of-the-iphone-mini-is-alive-and-thriving
1•layer8•17m ago•0 comments

Next Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation

https://github.com/HazyResearch/ncm
1•droidjj•18m ago•0 comments

Show HN: whytime: time(1) that tells you where the wall-clock time went

https://github.com/Arinerron/whytime
1•Arinerron•19m ago•0 comments

OpenClaw creator says he spent $10M in tokens last month

https://www.theregister.com/ai-and-ml/2026/10/21/openclaw-creator-says-he-spent-10-million-in-tok...
6•gmays•25m ago•2 comments

Thoughts on AI in game development (from the trenches)

https://www.reddit.com/r/Games/comments/1xcr1au/thoughts_on_ai_in_game_development_from_the/
1•minimaxir•26m ago•0 comments

Memory Safe PHP

https://mbrock.github.io/filnix/php-on-filc/
1•pizlonator•30m ago•0 comments

Pangram 4.1 Model Card

https://www.pangram.com/research/model-card/pangram-4-1
1•Nition•32m ago•1 comments

True Depth Makes Crossing Boundaries Safe from Confident Ignorance

https://civicpivot.blogspot.com/2026/10/anchored-generalism-what-depth-makes.html
1•civicpivot•33m ago•0 comments

Coordinated Vulnerability Disclosure: How to do it and why it matters

https://coordinated-vulnerability-disclosure.github.io/en-us/
1•jph•34m ago•1 comments

WindowINK – An offline-first, mobile-first digital signage solution

https://www.windowink.com/
1•desvides•36m ago•0 comments

US banks are blocking third-party AI agents access to customer accounts

https://www.reuters.com/legal/government/us-banks-detect-unauthorized-ai-agents-customer-accounts...
6•champagnepapi•38m ago•2 comments

Meta to Pay Zuckerberg's CA Wealth Tax

https://seekingalpha.com/news/4655678-meta-approves-class-c-share-structure-strikes-deal-to-retai...
5•bigwheels•38m ago•3 comments

How does Fable 5.1 hide messages in images?

https://www.lesswrong.com/posts/WHEQps5PK8LrrcTAb/how-does-fable-5-1-hide-messages-in-images
3•gmays•40m ago•0 comments

Railpass

https://train.samismith.com/
7•CharlesW•43m ago•3 comments