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llmtrim MCP Server

fkiene/llmtrim

Score: 79.4 ↓ 2.4% Rank #2124 Agent Framework
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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).

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Overview

fkiene/llmtrim is a Rust MCP server licensed under MPL-2.0. 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). Topics: agentic-coding, ai, anthropic, claude-code, cost-reduction, developer-tools, llm, llmops, mitm-proxy, openai, prompt, prompt-compression, prompt-engineering, proxy, rust, token-optimization, mcp.

Ranked #2124 out of 24846 indexed tools.

In the top 9% of all indexed tools.

Ecosystem

Rust MPL-2.0
agentic-codingaianthropicclaude-codecost-reductiondeveloper-toolsllmllmopsmitm-proxyopenaipromptprompt-compressionprompt-engineeringproxyrusttoken-optimizationmcp

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 246

246 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 71%

30/42 issues closed → decent issue management

Contributors 10% 5

5 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 23
Description Detailed
License MPL-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 41 days ago — a recent commit would boost your freshness score

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for fkiene/llmtrim
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Matched Queries

"mcp server""mcp-server"topic:mcp

From the README

<p align="center">
  
</p>

<h1 align="center">llmtrim</h1>

<p align="center">
  <strong>Local proxy that compresses LLM API traffic so you pay less. Same answers, smaller bill.</strong>
</p>

<p align="center">
  <sub>
    <b>−31% input · −74% output · −66% round-trip cost</b>
    · 112 live A/B cases · ~5&nbsp;ms/call · no model to load
  </sub>
</p>

<p align="center">
  <sub>
    Using <b>Claude Code</b>? One install also gets you <a href="#claude-code"><code>/sub</code></a>
    to serve it through CLIProxyAPI.
  </sub>
</p>

<p align="center">
  <sub>Proxy · CLI · MCP · library (Python · Ruby · Swift · Kotlin · JS/WASM)</sub>
</p>

<p align="center">
  <picture>
    <source media="(prefers-color-scheme: light)" srcset="assets/status-watch-light.svg">
    
  </picture>
</p>

<p align="center">
  <a href="https://github.com/fkiene/llmtrim/actions/workflows/ci.yml"></a>
  <a href="LICENSE"></a>
  <a href="https://crates.io/crates/llmtrim"></a>
  <a href="https://www.npmjs.com/packag
Read full README on GitHub →

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