AgentIndex icon
AgentIndex
llmtrim logo
llmtrim
★ 255
vs
GoodMemory logo
GoodMemory
★ 20

llmtrim vs GoodMemory

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.; GoodMemory: GoodMemory provides a durable memory layer for AI products, chat apps, copilots, and coding agents, enabling a continuous user/project memory loop. It offers APIs to write, retrieve, inject, audit, and delete context, serving as the product memory layer between applications and model runtimes.

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 →
GoodMemory logo
GoodMemoryMemory & Context · ★ 20

Integrate into an Agent, Chatbox, or Copilot: build memory functionality directly into your Node/Bun service for managing context in chat applications or copilots.

Read GoodMemory full review →
02

Side-by-Side Comparison

Field
llmtrim logollmtrim
GoodMemory logoGoodMemory
Category
LLM Infra
Memory & Context
Stars
★ 255
★ 20
License
AGPL-3.0
MIT
Install Command
npm install -g @llmtrim/cli@latest && llmtrim setup
npm install -g [email protected] && goodmemory setup
Updated
3d ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
LLM Proxy, Token Compression, Cost Optimization
AI Memory, Agent Tools, Context Management
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
GoodMemory logoGoodMemory
01Durable memory API: provides functions like `remember`, `recall`, `buildContext`, `feedback`, `forget`, `exportMemory`, and `deleteAllMemory`.
02Installed agent memory: offers managed memory for Codex and Claude Code through `goodmemory setup`, including hooks, pre-actions, and opt-in writeback.
03Local-first storage: defaults to durable SQLite for Bun and supports adding PostgreSQL, custom adapters, and embedding providers as needed.
04Public write customization: allows personalized customization of memory writes through configurations like `GoodMemoryConfig.remember`, `RememberProfile`, and `rememberRules`.
05Multilingual support: includes built-in LanguagePacks for English, Simplified Chinese, Traditional Chinese, Japanese, Korean, French, and Spanish.
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.
GoodMemory logoGoodMemory
↳Integrate into an Agent, Chatbox, or Copilot: build memory functionality directly into your Node/Bun service for managing context in chat applications or copilots.
↳Add Memory to Codex or Claude Code: enhance installed coding agents with persistent project and user context without modifying the agents themselves.
↳Deploy as a Backend Memory-Layer Service: use as a standalone backend service, especially for Python/FastAPI backends, to centralize memory storage and management.
↳Autonomous Agent Memory: enable autonomous agents to manage their own durable, cross-session memory by integrating the GoodMemory CLI or API.
FAQ

FAQ

What is the difference between llmtrim and GoodMemory?
Both llmtrim and GoodMemory are in the LLM Infra category. llmtrim has 255 stars, while GoodMemory has 20 stars.
Which is better, llmtrim or GoodMemory?
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 GoodMemory if Integrate into an Agent, Chatbox, or Copilot: build memory functionality directly into your Node/Bun service for managing context in chat applications or copilots..
Is llmtrim free or open source?
Yes, llmtrim is open source on GitHub (AGPL-3.0).
Is GoodMemory free or open source?
Yes, GoodMemory is open source on GitHub (MIT).
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Alternatives to llmtrim →Alternatives to GoodMemory →llmtrim details →GoodMemory details →