Ali Raza

4d ago

What challenges have you faced building and deploying tool calling agents?

Hi Product Hunt community,

When we started experimenting with agent tool calling (can you blame us for wanting our agents to read Notion, check calendars, and help out day to day), we quickly realized how clunky it was. With MCP servers and all that, it just felt unnecessarily complicated.

So we built UTCP, a lightweight alternative that uses existing infra and enables direct tool calls.

Now we re taking it a step further: launching the UTCP agent this Sunday 31st of August. With it, you can spin up a tool-calling agent in just 4 lines of code. We d love your feedback once you try it. And if you also feel the ecosystem is overly complex, we d appreciate your support on launch day.

fmerian

3d ago

UTCP Agent - Build tool-calling agents in 4 lines of code

Open-source SDK which allows you to build custom agents which with any tool or native endpoint, with only 4 lines of code. UTCP has collectively +1k GitHub stars, +5k downloads, and is trusted by engineers at AWS, Microsoft, NVIDIA, etc...

🚀 UTCP v1.0.0 is live!

UTCP is a plug-in protocol that lets apps call tools the same way, whether they re HTTP APIs, CLIs, or other transports. Version 1.0.0 brings a lean core, protocol plugins, and a cleaner config so teams can scale tool usage without wrestling with glue code.

We just opened the UTCP Registry, a curated list of 230+ tools for your agents

Hey Product Hunt

As we were tinkering with Universal Tool Calling Protocol (UTCP) we kept hearing about the same hurdle: Cool spec but where s the list of tools I can actually call?

Zac Zuo

2mo ago

UTCP - The open, direct alternative to MCP for tool calling

UTCP (Universal Tool Calling Protocol) is an open standard for AI agents to call tools directly, positioned as a lightweight alternative to MCP. It eliminates the "wrapper tax" for lower latency by using a simple JSON manifest to connect to native APIs.
Ali Raza

1mo ago

RFC (Request for Comments) for the UTCP

Hi community,
Thanks a lot for sharing your support for the UTCP launch. Since our goal behind the UTCP (in addition to the technical elegance) is that no single organization should have any control over the protocol that governs agent tool calling, therefore the main contributors behind UTCP don't belong to a single company or country, for that matter.
To make it even more grassroots and community-driven, we've also launched a RFC (Request for Comments). Please check it out, and let's collectively build a kickass protocol for agent tool calling:
https://www.utcp.io/RFC
Also, if you'd like to contribute, please reach out. Or just drop a on the GitHub to keep the flywheel going.
https://github.com/universal-too...