# universal-tool-calling-protocol/python-utcp - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 51.6 / 100
- **Responsiveness Tier**: Tier B
- **Primary Language**: Python
- **GitHub Stars**: 646
- **Description**: Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

## Contributor Metrics
- **Time to First Response**: ~0.6 hours
- **External PR Merge Rate**: 60.0%
- **First-Timer Success Rate**: 0.0%
- **Maintainers Active**: 3

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~0.6 hours). Check active issues before submitting large PRs.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/universal-tool-calling-protocol/python-utcp)