t8

t8 / memoryport

Public

Local-first permanent, persistent memory for all agents and humans

memoryport.ai agents context-window llms
72
4
100% credibility
Found Mar 31, 2026 at 72 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Rust
AI Summary

Memoryport is a tool that adds permanent, searchable memory to AI chat tools by storing conversations locally and on Arweave while proxying requests to enhance responses with relevant past context.

How It Works

1
🔍 Discover Memoryport

You hear about an AI helper that remembers every conversation forever, never forgetting details from past chats.

2
📥 Download the app

Grab the simple desktop app for your computer – it works on Mac or Linux with a quick install.

3
🧙 Run the setup wizard

Follow the friendly guide to connect your favorite AI tool like Claude or Cursor – it handles everything automatically.

4
💬 Chat with your AI

Use your AI as usual in your editor or app, and it quietly saves key moments from every conversation.

5
🧠 Magic happens

Ask about something from weeks ago, and your AI pulls up the exact details – it remembers everything perfectly!

6
📊 Check your memory dashboard

Open the built-in dashboard to browse, search, and see analytics on all your saved conversations.

✅ AI with perfect memory

Your assistant now has a lifelong memory of your work and chats, making it smarter every time you use it.

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Star Growth

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AI-Generated Review

What is memoryport?

Memoryport is a local-first GitHub project in Rust that delivers permanent, persistent memory for AI agents and humans. It transparently captures conversations from tools like Cursor, Claude Code, Ollama, or any OpenAI-compatible endpoint via a proxy, storing them locally with fast vector search and optionally backing up to Arweave for unbreakable permanence. Developers get a dashboard, CLI commands like `uc query` and `uc store`, plus rebuild from permanent storage if local data vanishes.

Why is it gaining traction?

It stands out with brute-force 100% recall queries hitting 294ms even at 500M tokens—no cloud lock-in, no approximate indexing tricks. The zero-config proxy handles Anthropic, OpenAI, and Ollama formats on one port, auto-injecting relevant context or enabling agentic multi-turn retrieval. Benchmarks crush LongMemEval (43.5% accuracy), and Arweave ensures data survives hardware failures.

Who should use this?

Cursor and Claude Code power users tired of AI forgetting sessions across chats. Ollama terminal hackers wanting semantic search over conversation history. Agent builders needing local-first memoryport that scales to millions of chunks without vendor dependency.

Verdict

Worth a trial for Rust fans and local-first enthusiasts—benchmarks and integrations impress despite 72 stars and 1.0% credibility score signaling early days. Docs are solid, desktop app polished, but watch for production hardening before heavy reliance.

(198 words)

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