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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!

Sarah's Wager

https://colossus.com/article/sarah-guo-conviction/
1•flurly•24s ago•0 comments

Dealing with Dickovers

https://pluralistic.net/2026/07/21/dickovers/
1•hn_acker•5m ago•0 comments

Words to Avoid (Or Use with Care) Because They Are Loaded or Confusing

https://www.gnu.org/philosophy/words-to-avoid.html#Content
1•vrganj•5m ago•0 comments

Microsoft to rent Mistral's GPUs for multibillion $

https://news.microsoft.com/source/2026/07/21/microsoft-and-mistral-expand-strategic-partnership-t...
1•LucasLanglois•6m ago•0 comments

Show HN: Instancez – Open-Source Declarative Single-Binary Supabase Alternative

https://github.com/instancez/instancez
1•saedx1•6m ago•1 comments

Show HN: Ctoken – CLI util to count LLM tokens in files, dirs or input

https://github.com/RimantasZ/ctoken
2•iezhy•8m ago•0 comments

When Less Is More: Evolutionary Dynamics of Deception in a Sender-Receiver Game

https://arxiv.org/abs/2502.02713
2•abhas9•8m ago•0 comments

Control-Theory Taxonomy of Physical AI

https://dreossi.github.io/blog/physical-ai-taxonomy/
1•maunic•9m ago•0 comments

Apple Defeats Liability for Not Scanning iCloud for CSAM

https://blog.ericgoldman.org/archives/2026/07/apple-defeats-liability-for-not-scanning-icloud-for...
4•speckx•9m ago•0 comments

Tracking the Apple to OpenAI pipeline: 283 moves, 44% from hardware

https://www.inkling.co/research/apple-to-openai
2•johnm212•11m ago•0 comments

First pull request used to be a coin flip

https://dparkmit.substack.com/p/your-first-pull-request-used-to-be
1•dparkmit•11m ago•0 comments

Branching databases like code: a CI/CD pattern for Lakebase at Glaspoort

https://www.databricks.com/blog/branching-databases-code-cicd-pattern-lakebase-production-glaspoort
1•ryantsuji•11m ago•0 comments

Where Your AI Lives Matters More Than How Smart It Is – Especially in the UAE

https://praveenvijayan.substack.com/p/where-your-ai-lives-matters-more
1•praveenvijayan•11m ago•0 comments

LLM Margin Lab

https://github.com/telemetry-sh/llm-margin-lab
1•flurly•11m ago•0 comments

Can you see seven states from Lookout Mountain? We traced every sightline

https://uptowhere.com/blog/seven-states-lookout-mountain/
2•tonvilro•12m ago•1 comments

AWS Sagemaker discontinue support for model/data quality monitoring

https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor.html
2•jamesblonde•12m ago•0 comments

Moiré Sea

https://dryad.technology/moiresea/
1•Gecko4072•13m ago•0 comments

Visualizing medical code hierarchy with treemaps

https://www.johndcook.com/blog/2026/07/17/visualizing-medical-code-hierarchy/
1•ibobev•14m ago•0 comments

Sum of Low Squares

https://www.johndcook.com/blog/2026/07/19/sum-of-low-squares/
1•ibobev•14m ago•0 comments

Are 128-bit symmetric keys secure against quantum computers?

https://kerkour.com/128-bit-keys-post-quantum
2•cold_pizz4•14m ago•1 comments

AI Is ThoughtWare, Not Software: The End of Thinking as We Know It

https://shrsv.hexmos.com/post/ai-is-thoughtware
1•atomicnature•14m ago•0 comments

Making `wc` 20x faster with parallel state machines

https://aarol.dev/posts/wc-dfa/
1•ibobev•14m ago•0 comments

Ask HN: Are LLMs replacing open-source ecosystems for personal project codes?

1•malteg•14m ago•0 comments

Show HN: Rowset – An open-source back end for AI agents

https://github.com/LVTD-LLC/rowset
1•rasulkireev•16m ago•0 comments

Consistent Multi-view 3D Head Reconstruction in 0.08 seconds

https://syntec-research.github.io/SHELLS/
2•smusamashah•16m ago•0 comments

Show HN: 3D map of every French building, colored by energy class (open data)

https://ecobuilding.confinia.io
1•clement_igonet•18m ago•0 comments

Study Claiming AI Helps Students Learn Retracted

https://www.plagiarismtoday.com/2026/07/15/study-claiming-ai-helps-students-learn-retracted/
1•speckx•19m ago•1 comments

Show HN: Shared photo albums using a chat interface

https://picpocket.io/
1•amr_shawky•19m ago•0 comments

Gemini 3.6 Flash released on AIStudio

https://aistudio.google.com/welcome
2•Topfi•20m ago•0 comments

TekmerDB – a database that flags contradicting facts instead of averaging them

https://github.com/raa82/tekmerdb
1•falinapterus82•21m ago•0 comments