frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Show HN: Deterministic NDJSON audit logs – v1.2 update (structural gaps)

https://github.com/yupme-bot/kernel-ndjson-proofs
1•Slaine•48s ago•0 comments

The Greater Copenhagen Region could be your friend's next career move

https://www.greatercphregion.com/friend-recruiter-program
1•mooreds•1m ago•0 comments

Do Not Confirm – Fiction by OpenClaw

https://thedailymolt.substack.com/p/do-not-confirm
1•jamesjyu•1m ago•0 comments

The Analytical Profile of Peas

https://www.fossanalytics.com/en/news-articles/more-industries/the-analytical-profile-of-peas
1•mooreds•1m ago•0 comments

Hallucinations in GPT5 – Can models say "I don't know" (June 2025)

https://jobswithgpt.com/blog/llm-eval-hallucinations-t20-cricket/
1•sp1982•2m ago•0 comments

What AI is good for, according to developers

https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/
1•mooreds•2m ago•0 comments

OpenAI might pivot to the "most addictive digital friend" or face extinction

https://twitter.com/lebed2045/status/2020184853271167186
1•lebed2045•3m ago•2 comments

Show HN: Know how your SaaS is doing in 30 seconds

https://anypanel.io
1•dasfelix•3m ago•0 comments

ClawdBot Ordered Me Lunch

https://nickalexander.org/drafts/auto-sandwich.html
1•nick007•4m ago•0 comments

What the News media thinks about your Indian stock investments

https://stocktrends.numerical.works/
1•mindaslab•5m ago•0 comments

Running Lua on a tiny console from 2001

https://ivie.codes/page/pokemon-mini-lua
1•Charmunk•6m ago•0 comments

Google and Microsoft Paying Creators $500K+ to Promote AI Tools

https://www.cnbc.com/2026/02/06/google-microsoft-pay-creators-500000-and-more-to-promote-ai.html
2•belter•8m ago•0 comments

New filtration technology could be game-changer in removal of PFAS

https://www.theguardian.com/environment/2026/jan/23/pfas-forever-chemicals-filtration
1•PaulHoule•9m ago•0 comments

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

https://github.com/Momciloo/fun-with-clip-path
2•momciloo•10m ago•0 comments

Kinda Surprised by Seadance2's Moderation

https://seedanceai.me/
1•ri-vai•10m ago•2 comments

I Write Games in C (yes, C)

https://jonathanwhiting.com/writing/blog/games_in_c/
2•valyala•10m ago•0 comments

Django scales. Stop blaming the framework (part 1 of 3)

https://medium.com/@tk512/django-scales-stop-blaming-the-framework-part-1-of-3-a2b5b0ff811f
1•sgt•10m ago•0 comments

Malwarebytes Is Now in ChatGPT

https://www.malwarebytes.com/blog/product/2026/02/scam-checking-just-got-easier-malwarebytes-is-n...
1•m-hodges•10m ago•0 comments

Thoughts on the job market in the age of LLMs

https://www.interconnects.ai/p/thoughts-on-the-hiring-market-in
1•gmays•11m ago•0 comments

Show HN: Stacky – certain block game clone

https://www.susmel.com/stacky/
2•Keyframe•14m ago•0 comments

AIII: A public benchmark for AI narrative and political independence

https://github.com/GRMPZQUIDOS/AIII
1•GRMPZ23•14m ago•0 comments

SectorC: A C Compiler in 512 bytes

https://xorvoid.com/sectorc.html
2•valyala•15m ago•0 comments

The API Is a Dead End; Machines Need a Labor Economy

1•bot_uid_life•16m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•Jyaif•17m ago•0 comments

New wave of GLP-1 drugs is coming–and they're stronger than Wegovy and Zepbound

https://www.scientificamerican.com/article/new-glp-1-weight-loss-drugs-are-coming-and-theyre-stro...
4•randycupertino•19m ago•0 comments

Convert tempo (BPM) to millisecond durations for musical note subdivisions

https://brylie.music/apps/bpm-calculator/
1•brylie•21m ago•0 comments

Show HN: Tasty A.F.

https://tastyaf.recipes/about
2•adammfrank•22m ago•0 comments

The Contagious Taste of Cancer

https://www.historytoday.com/archive/history-matters/contagious-taste-cancer
1•Thevet•23m ago•0 comments

U.S. Jobs Disappear at Fastest January Pace Since Great Recession

https://www.forbes.com/sites/mikestunson/2026/02/05/us-jobs-disappear-at-fastest-january-pace-sin...
1•alephnerd•24m ago•1 comments

Bithumb mistakenly hands out $195M in Bitcoin to users in 'Random Box' giveaway

https://koreajoongangdaily.joins.com/news/2026-02-07/business/finance/Crypto-exchange-Bithumb-mis...
1•giuliomagnifico•24m ago•0 comments
Open in hackernews

MCP Server Could Have Been a JSON File

https://materializedview.io/p/mcp-server-could-have-been-json-file
23•reenorap•4mo ago

Comments

reynaldi•4mo ago
As someone not familiar with MCP, so the tool definition is just the request spec and resource definition is just the response?

Then I have the same question with the article, why do we need this standard? If it's just to let the LLM know to call the tool in JSON format

snthpy•4mo ago
Nope. The tool definition is just the request spec. Actually response spec was added but in June only. Who knows what resources are for, not very clear tbh.
pylotlight•4mo ago
Is this not what https://www.utcp.io tries to solve?

What MCP should have been.

Fannon•4mo ago
What bothers me about MCP is that there is not even a standard way to describe an entire MCP server in a single JSON file. Like OpenAPI for REST. This makes exchanging metadata and building catalogs unnecessarily unstandardized.

The article also mentioned that OpenAPI is too verbose: I totally see that, but you could optimize this by stripping an OpenAPI file down to the basics that you need for LLM use, maybe even using the Overlay spec. Or you convert your OpenAPI files to the https://www.utcp.io format that pylotlight mentioned.

Some "curation" of what's really relevant for AI consumption may be a helpful anyway, as too many tools will also lead to problems in picking the right ones.

Fannon•4mo ago
Let me take the other position in this comment: I also see that how MCP works really helped its quick adoption. Because you could just build a local MCP server as a proxy around existing APIs and functionality, there is no need to touch anything existing. And MCP often starts as "MCP Server" that is basically a software artifact that you'd just configure and run - often locally. I don't think that just doing REST or extending existing REST APIs wouldn't have delivered this part of the MCP success story.

But now that many companies focus on MCP as a remote API, the question obviously comes up why not just use standard API protocols for that and just optimize the metadata for AI consumption.

aiiizzz•4mo ago
I find it odd that a language model gets communicated to in JSON. Hardly the most natural language
kgroves88•4mo ago
I think MCP is just an option to interface with LLMs that has adoption and people are overthinking it.

I started working on a protocol long ago https://enactprotocol.com that works on top of MCP or CLI. At this point, I think MCP will evolve as it needs to and continue to be the standard so enact works on top.