frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Interop 2025: A Year of Convergence

https://webkit.org/blog/17808/interop-2025-review/
1•alwillis•48s ago•0 comments

Prejudice Against Leprosy

https://text.npr.org/g-s1-108321
1•hi41•1m ago•0 comments

Slint: Cross Platform UI Library

https://slint.dev/
1•Palmik•5m ago•0 comments

AI and Education: Generative AI and the Future of Critical Thinking

https://www.youtube.com/watch?v=k7PvscqGD24
1•nyc111•5m ago•0 comments

Maple Mono: Smooth your coding flow

https://font.subf.dev/en/
1•signa11•6m ago•0 comments

Moltbook isn't real but it can still hurt you

https://12gramsofcarbon.com/p/tech-things-moltbook-isnt-real-but
1•theahura•10m ago•0 comments

Take Back the Em Dash–and Your Voice

https://spin.atomicobject.com/take-back-em-dash/
1•ingve•10m ago•0 comments

Show HN: 289x speedup over MLP using Spectral Graphs

https://zenodo.org/login/?next=%2Fme%2Fuploads%3Fq%3D%26f%3Dshared_with_me%25253Afalse%26l%3Dlist...
1•andrespi•11m ago•0 comments

Teaching Mathematics

https://www.karlin.mff.cuni.cz/~spurny/doc/articles/arnold.htm
1•samuel246•14m ago•0 comments

3D Printed Microfluidic Multiplexing [video]

https://www.youtube.com/watch?v=VZ2ZcOzLnGg
2•downboots•14m ago•0 comments

Abstractions Are in the Eye of the Beholder

https://software.rajivprab.com/2019/08/29/abstractions-are-in-the-eye-of-the-beholder/
2•whack•15m ago•0 comments

Show HN: Routed Attention – 75-99% savings by routing between O(N) and O(N²)

https://zenodo.org/records/18518956
1•MikeBee•15m ago•0 comments

We didn't ask for this internet – Ezra Klein show [video]

https://www.youtube.com/shorts/ve02F0gyfjY
1•softwaredoug•16m ago•0 comments

The Real AI Talent War Is for Plumbers and Electricians

https://www.wired.com/story/why-there-arent-enough-electricians-and-plumbers-to-build-ai-data-cen...
2•geox•18m ago•0 comments

Show HN: MimiClaw, OpenClaw(Clawdbot)on $5 Chips

https://github.com/memovai/mimiclaw
1•ssslvky1•18m ago•0 comments

I Maintain My Blog in the Age of Agents

https://www.jerpint.io/blog/2026-02-07-how-i-maintain-my-blog-in-the-age-of-agents/
3•jerpint•19m ago•0 comments

The Fall of the Nerds

https://www.noahpinion.blog/p/the-fall-of-the-nerds
1•otoolep•21m ago•0 comments

I'm 15 and built a free tool for reading Greek/Latin texts. Would love feedback

https://the-lexicon-project.netlify.app/
2•breadwithjam•23m ago•1 comments

How close is AI to taking my job?

https://epoch.ai/gradient-updates/how-close-is-ai-to-taking-my-job
1•cjbarber•24m ago•0 comments

You are the reason I am not reviewing this PR

https://github.com/NixOS/nixpkgs/pull/479442
2•midzer•25m ago•1 comments

Show HN: FamilyMemories.video – Turn static old photos into 5s AI videos

https://familymemories.video
1•tareq_•27m ago•0 comments

How Meta Made Linux a Planet-Scale Load Balancer

https://softwarefrontier.substack.com/p/how-meta-turned-the-linux-kernel
1•CortexFlow•27m ago•0 comments

A Turing Test for AI Coding

https://t-cadet.github.io/programming-wisdom/#2026-02-06-a-turing-test-for-ai-coding
2•phi-system•27m ago•0 comments

How to Identify and Eliminate Unused AWS Resources

https://medium.com/@vkelk/how-to-identify-and-eliminate-unused-aws-resources-b0e2040b4de8
3•vkelk•28m ago•0 comments

A2CDVI – HDMI output from from the Apple IIc's digital video output connector

https://github.com/MrTechGadget/A2C_DVI_SMD
2•mmoogle•29m ago•0 comments

CLI for Common Playwright Actions

https://github.com/microsoft/playwright-cli
3•saikatsg•30m ago•0 comments

Would you use an e-commerce platform that shares transaction fees with users?

https://moondala.one/
1•HamoodBahzar•31m ago•1 comments

Show HN: SafeClaw – a way to manage multiple Claude Code instances in containers

https://github.com/ykdojo/safeclaw
3•ykdojo•35m ago•0 comments

The Future of the Global Open-Source AI Ecosystem: From DeepSeek to AI+

https://huggingface.co/blog/huggingface/one-year-since-the-deepseek-moment-blog-3
3•gmays•35m ago•0 comments

The Evolution of the Interface

https://www.asktog.com/columns/038MacUITrends.html
2•dhruv3006•37m ago•1 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.