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•8mo ago

Comments

Oaklight•8mo 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•8mo 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•8mo ago
what's GTM?
venk12•8mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.

Mima Mounds

https://en.wikipedia.org/wiki/Mima_mounds
1•areoform•2m ago•0 comments

Web Authentication: An API for Accessing Public Key Credentials – Level 3

https://www.w3.org/TR/2026/CR-webauthn-3-20260113/
1•joecobb•2m ago•0 comments

CYSA PBQ Exam Prep

https://cysa-exam-prep.web.app/
1•BlackNovaTech•2m ago•0 comments

Show HN: Archives is a lightweight macOS app for extracting archives

https://github.com/velocityzen/Archives
1•velocityzen•3m ago•0 comments

Extracting Embedded Images from a PDF

https://wadetregaskis.com/extracting-embedded-images-from-a-pdf/
1•ingve•5m ago•0 comments

What Have Unions Done for Us

https://whathaveunionsdoneforus.uk/
1•marche101•7m ago•0 comments

Floating-Point Printing and Parsing Can Be Simple and Fast

https://research.swtch.com/fp
1•chmaynard•8m ago•0 comments

Show HN: AirPipe – terminal to phone file transfer via QR code

https://github.com/Sanyam-G/Airpipe
1•sammylis•9m ago•0 comments

Northern lights may be visible in 24 states tonight as a CME hits Earth

https://www.space.com/stargazing/auroras/northern-lights-may-be-visible-in-24-states-tonight-as-m...
1•dayjah•11m ago•0 comments

Iran U-23 football coach detained and had passport revoked

https://www.iranintl.com/en/202601191977
1•ukblewis•17m ago•1 comments

I tried building an OS, accidentally I built a Natural Language compiler instead

https://github.com/alonsovm44/yori
1•alonsovm•19m ago•1 comments

Personal Infrastructure Setup 2026

https://linderud.dev/blog/personal-infrastructure-setup-2026/
2•Foxboron•22m ago•0 comments

How Pen Caps Work

https://drmaciver.substack.com/p/how-pen-caps-work
1•insom•22m ago•0 comments

Prediction Markets and Lotteries

https://qoppac.blogspot.com/2026/01/prediction-markets-and-lotteries-and-my.html
1•7777777phil•24m ago•0 comments

Why the AI-in-Education Debate Keeps Missing the Point

https://gilpignol.substack.com/p/why-the-ai-in-education-debate-keeps
2•light_triad•26m ago•0 comments

United States Territorial Acquisitions

https://en.wikipedia.org/wiki/United_States_territorial_acquisitions_table
2•tchalla•27m ago•1 comments

Tesselation

https://mymodernmet.com/tessellation-art/
1•andsoitis•28m ago•0 comments

Trustless dead man's switch for crypto

https://www.deadhandprotocol.com/
1•maxcomperatore•29m ago•0 comments

US Supreme Court to decide if the pesticide Roundup is shielded from lawsuits

https://www.nytimes.com/2026/01/16/climate/supreme-court-roundup-pesticide.html
3•noleary•30m ago•0 comments

The Illusion of Discovery: AI-Generated Proofs of 'Open' Math Problems

https://bpatwa.substack.com/p/the-illusion-of-discovery-ai-generated
2•burglarhobbit•31m ago•0 comments

Origami and Programming

https://medium.com/@amitzur/origami-and-programming-4bddee3a1cb1
1•andsoitis•31m ago•0 comments

Show HN: Txt2plotter – True centerline vectors from Flux.2 for pen plotters

https://github.com/malvarezcastillo/txt2plotter
1•tsanummy•33m ago•0 comments

A good first word for Wordle

https://explainextended.com/2022/01/27/a-good-first-word-for-wordle/
1•7777777phil•33m ago•0 comments

Show HN: Sonar CiteScout – Find the links AI relies on to answer a prompt

https://trysonar.ai/tools/citescout
1•shukantpal•34m ago•0 comments

Show HN: Former Cloudflare SRE building OpsCompanion a live map of whats running

2•kennethops•35m ago•2 comments

Flux.2 Klein 4B (Apache 2.0)

https://huggingface.co/black-forest-labs/FLUX.2-klein-4B
12•anjneymidha•36m ago•6 comments

What if the idea of the autism spectrum is completely wrong?

https://www.newscientist.com/article/2509117-what-if-the-idea-of-the-autism-spectrum-is-completel...
3•kristianp•36m ago•4 comments

Regressions on benchmark scores suggest frontier LLMs ~3-5T params

https://aimlbling-about.ninerealmlabs.com/blog/benchmarks-predict-model-size/
2•namnnumbr•37m ago•1 comments

Origami Programming [pdf]

https://www.cs.ox.ac.uk/people/jeremy.gibbons/publications/origami.pdf
1•andsoitis•37m ago•0 comments

Do AI models reason or regurgitate? Why AI is not merely a "stochastic parrot"

https://bigthink.com/the-present/do-ai-models-reason-or-regurgitate/
2•ryan_j_naughton•38m ago•0 comments