# fkiene/llmtrim - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 70.8 / 100
- **Responsiveness Tier**: Tier S
- **Primary Language**: Rust
- **GitHub Stars**: 211
- **Description**: Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts, history, tool output, and code before they're sent: -31% input / -74% output, measured live. Any provider, no extra model calls. Also an MCP server and embeddable library (Rust, Python, Ruby, Kotlin, Swift, JS/TS).

## Contributor Metrics
- **Time to First Response**: ~24.6 hours
- **External PR Merge Rate**: 9490.7%
- **First-Timer Success Rate**: 10000.0%
- **Maintainers Active**: 4

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~24.6 hours with a high PR merge rate.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/fkiene/llmtrim)