AgentIndex icon
AgentIndex
llmtrim logo
llmtrim
★ 255
vs
agy-bridge logo
agy-bridge
★ 60

llmtrim vs agy-bridge

llmtrim: llmtrim is a local proxy that intelligently compresses LLM API requests by removing wasted tokens, significantly reducing billing costs without impacting the quality of the LLM's responses. It offers versatile deployment options, including a proxy, CLI, MCP server, or library for various programming languages.; agy-bridge: A bridge for Claude Code to delegate intensive tasks to the Antigravity CLI, preserving Claude's context window and tokens. It features purpose-built tools, intelligent model routing with failover, session continuity, and configurable output safety.

01

TL;DR

llmtrim logo
llmtrimLLM Infra · ★ 255

Reducing LLM API costs for AI agents (e.g., Claude Code, Cursor, Aider).

Read llmtrim full review →
agy-bridge logo
agy-bridgeLLM Infra · ★ 60

Analyzing large files, logs, or multiple files simultaneously with Claude Code.

Read agy-bridge full review →
02

Side-by-Side Comparison

Field
llmtrim logollmtrim
agy-bridge logoagy-bridge
Category
LLM Infra
LLM Infra
Stars
★ 255
★ 60
License
AGPL-3.0
MIT
Install Command
npm install -g @llmtrim/cli@latest && llmtrim setup
claude mcp add-json -s user agy-bridge '{"command":"npx","args":["-y","agy-bridge"],"timeout":600000}'
Updated
3d ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
LLM Proxy, Token Compression, Cost Optimization
LLM Integration, Claude Code, CLI Tooling
03

Features

llmtrim logollmtrim
01Transparent LLM API Request Compression via Local Proxy
02Intelligent Content Optimization for Various Data Types (logs, code, context, JSON)
03Guaranteed Answer Quality and Cost Savings with Automatic Reversion of Ineffective Compression
04Flexible Integration Options: CLI, Library (Python, Ruby, Swift, Kotlin), and MCP Server
agy-bridge logoagy-bridge
01Purpose-built tools for specific tasks (e.g., file analysis, deep search, web lookup, code review).
02Intelligent per-tool model routing across `agy` models with availability detection and quota-aware failover.
03Session continuity for multi-turn conversations without resending context.
04Configurable output truncation cap to protect Claude's context window.
05Optional sandboxed execution mode for enhanced security.
04

Use Cases

llmtrim logollmtrim
↳Reducing LLM API costs for AI agents (e.g., Claude Code, Cursor, Aider).
↳Optimizing token usage in custom LLM applications and SDKs.
↳Compressing large context windows (e.g., pasted docs, conversation history) for RAG systems.
↳Shrinking verbose tool outputs like build logs, diffs, or large JSON arrays sent to LLMs.
agy-bridge logoagy-bridge
↳Analyzing large files, logs, or multiple files simultaneously with Claude Code.
↳Performing deep Git history searches (log, diff, blame) or repository-wide greps.
↳Accessing external documentation, API references, or current web knowledge during coding.
↳Delegating complex design or code review tasks to specialized models.
FAQ

FAQ

What is the difference between llmtrim and agy-bridge?
Both llmtrim and agy-bridge are in the LLM Infra category. llmtrim has 255 stars, while agy-bridge has 60 stars.
Which is better, llmtrim or agy-bridge?
The best choice depends on your use case. Choose llmtrim if Reducing LLM API costs for AI agents (e.g., Claude Code, Cursor, Aider)., and agy-bridge if Analyzing large files, logs, or multiple files simultaneously with Claude Code..
Is llmtrim free or open source?
Yes, llmtrim is open source on GitHub (AGPL-3.0).
Is agy-bridge free or open source?
Yes, agy-bridge is open source on GitHub (MIT).
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