frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•6mo ago

Comments

Oaklight•6mo 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•6mo 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•6mo ago
what's GTM?
venk12•6mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.

Citation manipulation through citation mills and pre-print servers

https://www.nature.com/articles/s41598-025-88709-7
1•Anon84•28s ago•0 comments

Show HN: AI Image Describer – GPT-4o Vision for alt text and SEO descriptions

https://ai-image-describer.online/
1•l3egaliev•58s ago•0 comments

Show HN: Milka – A Polyrepo Managment Tool

https://github.com/kogeletey/milka
2•k101•3m ago•0 comments

Show HN: BrandJet, Unified Outreach + Brand Monitoring

https://www.brandjet.ai/
1•marsadist•5m ago•1 comments

X.com Is Gonna Snitch You Out to the Public If You Use a VPN

https://www.vice.com/en/article/x-show-vpn-warning/
1•bookofjoe•6m ago•0 comments

HN: AI File Sorter 1.3 – Add your own Local LLM for offline file organization

https://github.com/hyperfield/ai-file-sorter/releases/tag/v1.3.0
1•hyperfield•8m ago•1 comments

Data General – The Fair Bastards

http://www.teamfoster.com/billteamfostercom
1•rbanffy•9m ago•0 comments

Sum Types in Julia and Rust

https://andreaskroepelin.de/blog/sum_types/
1•fanf2•10m ago•0 comments

Why Building Agents Is Hard

https://artificialinvestment.substack.com/p/interview-sanjin-bicanic-on-why-building
1•fovc•10m ago•1 comments

Archaeologists think they've solved Peru's 'band of holes' mystery

https://www.cnn.com/2025/11/21/science/peru-band-of-holes-mystery
1•giuliomagnifico•12m ago•0 comments

Linux Patches Improve Intel Nested VM Memory Performance Up to ~2353x in Test

https://www.phoronix.com/news/Intel-Nested-VM-Faster-Memory
1•rbanffy•14m ago•0 comments

SC25: HACCing over 500 Petaflops on Frontier

https://chipsandcheese.com/p/sc25-haccing-over-500-petaflops-on
1•rbanffy•15m ago•0 comments

Safe haven to sanctions: how Jersey sheltered Roman

https://www.theguardian.com/world/2025/nov/23/jersey-london-safe-haven-sanctions-roman-abramovich...
1•zeristor•18m ago•0 comments

Call Center Batik Air

1•Batikolangan•19m ago•7 comments

Ask HN: Vim, Emacs and the time spent configuring

1•not-so-darkstar•19m ago•0 comments

We're entering 'stage two of AI' where bottlenecks are physical constraints

https://fortune.com/2025/11/23/google-ai-data-centers-serving-capacity-contraints-gemini-google-c...
2•pretext•22m ago•0 comments

AI Ignites the Return of Bezos the Inventor

https://www.wsj.com/tech/ai/ai-ignites-the-return-of-bezos-the-inventor-c42d0075
1•pretext•23m ago•0 comments

Mind-reading devices can now predict preconscious thoughts: is it time to worry?

https://www.nature.com/articles/d41586-025-03714-0
1•bookofjoe•25m ago•1 comments

Shaders: How to draw high fidelity graphics with just x and y coordinates

https://www.makingsoftware.com/chapters/shaders
1•Garbage•26m ago•0 comments

Show HN: Sidemail – Email platform for SaaS (email API, newsletters, automation)

https://sidemail.io/
1•slonik•27m ago•0 comments

Show HN: Qeltrix:PoC for content-derived,parallel,streaming encryption container

1•hejhdiss•27m ago•0 comments

What Does the AGPL Require?

https://runxiyu.org/blog/agpl/
1•todsacerdoti•30m ago•0 comments

IKEA Mastered Furniture [video]

https://www.youtube.com/watch?v=0h8vAGCiRX0
1•vinhnx•31m ago•0 comments

Show HN: Page Cast – A single-file HTML host that hosts itself

https://gist.githack.com/Romelium/7513fc74536c3be15edf769cc416d10f/raw/4cebb56717ae4637de40403991...
1•Romelium•32m ago•0 comments

Titanic passenger's pocket watch sold for record £1.78M at auction

https://www.theguardian.com/uk-news/2025/nov/23/titanic-passenger-pocket-watch-sold-record-auction
1•stevekemp•34m ago•0 comments

Show HN: The AI homepage – A news homepage for AI related articles

https://www.theaihomepage.com/
1•maverick98•38m ago•0 comments

Game Theory Explains How Algorithms Can Drive Up Prices

https://www.wired.com/story/game-theory-explains-how-algorithms-can-drive-up-prices/
4•quapster•50m ago•0 comments

Microsoft says it will run Windows 11 File Explorer in background to load faster

https://www.windowslatest.com/2025/11/22/microsoft-says-it-will-always-run-windows-11-file-explor...
2•tosh•51m ago•2 comments

US Department of Transportation unveils first female-modeled crash test dummy

https://www.theguardian.com/world/2025/nov/21/transportation-department-first-female-crash-dummy
1•binning•51m ago•0 comments

The Many – and Contradictory – Histories of Mt. Rushmore

https://lithub.com/on-the-many-and-contradictory-histories-of-mt-rushmore/
1•bryanrasmussen•51m ago•0 comments