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Show HN: HandsUp – Super Simple Volunteering

https://handsup.barryvan.com.au/
1•barryvan•1m ago•0 comments

Bayesian Data Analysis for Babies (By Claude Opus and Nano Banana)

https://github.com/juhoojala/baeysian-data-analysis-for-babies
1•ojalajuho•2m ago•1 comments

Nobel Prize–winning chemist dreams of making water from thin air

https://www.technologyreview.com/2025/12/17/1129259/omar-yaghi-chemist-nobel-prize-crystals-water...
1•fleahunter•3m ago•0 comments

Kubernetes v1.35

https://scaleops.com/blog/kubernetes-1-35-release-overview/
1•lauluzzzzz•4m ago•0 comments

to-clipboard-for-ai.sh

https://github.com/danielfalbo/distributed-systems/commit/685923e1c06c487d2591770fd8ef629668811f33
1•danielfalbo•5m ago•0 comments

From Ts_rank to BM25. Introducing Pg_textsearch: True BM25 Ranking and Retrieval

https://www.tigerdata.com/blog/introducing-pg_textsearch-true-bm25-ranking-hybrid-retrieval-postgres
1•ashvardanian•5m ago•0 comments

Show HN: Free MVP Cost Calculator (no signup required)

https://www.mvpdevelopmentcost.com/
1•megaseo•7m ago•0 comments

Luxembourg's digital ID monopoly down for 24h+, paralyzing national services

https://today.rtl.lu/news/luxembourg/no-transactions-or-authentications-currently-possible-via-lu...
1•svnee•7m ago•1 comments

Korea Zinc to build rare earths processing facility in Tennessee

https://www.tomshardware.com/tech-industry/trump-secures-deal-with-korea-zinc-to-build-rare-earth...
2•airhangerf15•7m ago•0 comments

Prompt caching: 10x cheaper LLM tokens

https://ngrok.com/blog/prompt-caching/
1•nkko•9m ago•0 comments

Android: The Google app is intentionally replacing Pixel Launcher search

https://9to5google.com/2025/12/16/pixel-launcher-search-google-app/
1•birdboat00•19m ago•0 comments

I launched a €9.9k/mo executive retreat using a free WordPress stack

1•QMLegacy•22m ago•0 comments

Authentication Model in OpenTelemetry

https://signoz.io/blog/auth-model-opentelemetry/
1•ankit01-oss•24m ago•0 comments

Fluxer is Dwitter for shaders – procedural art in 512 characters or less

https://fluxer.kodar.ninja
2•rezolver•29m ago•0 comments

Spooked by AI and Layoffs, White-Collar Workers See Their Security Slip Away

https://www.wsj.com/economy/jobs/white-collar-workers-job-anxiety-d8f83885
2•thm•32m ago•0 comments

I Put Claude in a Game Theory Tournament

https://matthodges.com/posts/2025-12-14-claude-axelrod-prisoners-dilemma/
2•m-hodges•34m ago•1 comments

Authentication – when logging in becomes the lock out

https://seemeplease.com/blog/authentication-when-logging-in-becomes-the-lockout
3•SeeMePlease•38m ago•2 comments

November in Servo: Monthly Releases, Context Menus, Parallel CSS Parsing, & More

https://servo.org/blog/2025/12/15/november-in-servo/
1•birdculture•38m ago•0 comments

Vm.overcommit_memory=2 is always the right setting for servers

https://ariadne.space/2025/12/16/vmovercommitmemory-is-always-the-right.html
3•signa11•38m ago•1 comments

Google's Official MCP Servers

https://github.com/google/mcp
1•bakigul•38m ago•0 comments

Jeffrey Epstein-linked accounts transferred funds to Noam Chomsky

https://www.timesofisrael.com/epstein-linked-accounts-transferred-funds-to-noam-chomsky-bard-coll...
1•nephihaha•39m ago•2 comments

Biologists discover neurons use physical signals to stabilize communication

https://dornsife.usc.edu/news/stories/synapse-stability-governed-by-physical-signals-not-electrical/
1•robtherobber•40m ago•0 comments

What are the pro and cons to immutable distro?

https://old.reddit.com/r/Fedora/comments/1pnqjyw/what_are_the_pro_and_cons_to_immutable_distro/
1•sipofwater•41m ago•0 comments

I managed a day and a half on Windows 11

https://old.reddit.com/r/Fedora/comments/1poapiq/i_managed_a_day_and_a_half_on_windows_11/
2•sipofwater•48m ago•1 comments

Belarusian Secret Service spied on cell phones

https://www.zeit.de/digital/2025-12/belarus-spionagesoftware-handy-app-opposition
8•doener•49m ago•3 comments

The Complete Bash Scripting Course-Full Length Guide to Learning the Bash Shell [video]

https://www.youtube.com/watch?v=Sx9zG7wa4FA
1•thunderbong•50m ago•0 comments

India unveils a homegrown dual-core 1GHz RISC-V processor, the DHRUV64

https://www.theregister.com/2025/12/17/dhruv64_india_homegrown_processor/
2•JoachimS•52m ago•0 comments

UK sex offenders may have to tell police about social media and dating accounts

https://www.theguardian.com/uk-news/2025/dec/16/sex-offenders-police-social-media-dating-accounts...
1•chrisjj•54m ago•1 comments

From pr0n to playlists and paperclips, trio of breaches spills data of millions

https://www.theregister.com/2025/12/16/trio_of_breaches/
2•JoachimS•54m ago•0 comments

Introduction to Jock

https://docs.jock.org
1•Antibabelic•55m ago•0 comments
Open in hackernews

Show HN: ToolRegistry – A Python Library for Structured Tool Integration

https://github.com/Oaklight/ToolRegistry
3•Oaklight•7mo ago

Comments

Oaklight•7mo ago
Author here!

I’ve been working on ToolRegistry, a Python library for registering, managing, and invoking tools—from local functions to MCP/OpenAPI endpoints—in a structured, composable way.

With ToolRegistry, you can:

* Register Python functions, classes, or external tools. * Auto-generate JSON Schemas for parameters. * Run tools synchronously or asynchronously in parallel. * Integrate tools over STDIO, HTTP, WebSocket, or SSE via Model Context Protocol (MCP). * Experimental support for OpenAPI services * Compose tools dynamically and reconstruct tool output messages.

The goal is to make it easier to build apps, agents, or systems that coordinate multiple tools flexibly—without getting bogged down in glue code.

GitHub: [https://github.com/Oaklight/ToolRegistry](https://github.com/Oaklight/ToolRegistry) PyPI: [https://pypi.org/project/toolregistry/](https://pypi.org/project/toolregistry/) Docs: [https://toolregistry.lab.oaklight.cn](https://toolregistry.lab.oaklight.cn)

Would love feedback—ideas, issues, or use cases welcome!

Thanks for checking it out.

venk12•7mo ago
This is interesting. I am working on an adjacent idea. I am working on GTM side of things. Would you like to collaborate?
Oaklight•7mo ago
what's GTM?
venk12•7mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.