universal-tool-calling-protocol/utcp-agent
Ready-to-use agent that can interact directly with any tool or native endpoint, in less than 5 lines of code
This is a ready-to-use agent designed for developers who want to integrate intelligent AI capabilities into their applications. It takes a user's natural language query and an existing API endpoint description, then automatically discovers and calls the relevant functions within that API. The output is a direct response from the called tool or an AI-generated answer. It's intended for developers building AI-powered features that interact with external services.
Available on PyPI.
Use this if you are a developer looking for a straightforward way to add intelligent tool-calling and API interaction to your AI agents or applications with minimal setup.
Not ideal if you are an end-user without programming experience, as this is a developer tool requiring Python knowledge to implement and configure.
Stars
46
Forks
7
Language
Python
License
MPL-2.0
Category
Last pushed
Oct 16, 2025
Commits (30d)
0
Dependencies
9
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/agents/universal-tool-calling-protocol/utcp-agent"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
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