omermaksutii

omermaksutii / mnemo

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Persistent memory for Claude Code. Your AI never starts from scratch again.

ai anthropic claude-code embeddings hnsw
48
0
100% credibility
Found May 08, 2026 at 48 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
TypeScript
AI Summary

Mnemo adds persistent, semantic memory to Claude Code AI sessions, allowing storage and fast retrieval of project decisions and conventions locally.

How It Works

1
📰 Hear about Mnemo

You learn about a helpful tool that gives your AI coding assistant a lasting memory so it remembers your project's decisions and habits across chats.

2
📥 Get the memory helper

You easily add the tool to your computer with a simple download command.

3
🔧 Set it up in your workspace

With one quick command, you connect it to your AI coding buddy, adding special instructions and helpers that make it ready to remember things forever.

4
💭 Save your first fact

You tell it to remember something important, like 'our login uses special secure tokens that refresh every half hour'.

5
Find back what you saved
⌨️
From your keyboard

Type a quick search right in your terminal to see matching memories.

🤖
Through your AI buddy

Your AI automatically thinks of past memories when chatting and shares them in conversation.

6
📊 Check and tidy up

See lists of memories, stats on how much it's storing, or remove old ones to keep things fresh.

🎉 AI remembers everything

Now your coding sessions build on each other—your AI recalls precedents, styles, and choices instantly, making work faster and smarter.

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Star Growth

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AI-Generated Review

What is mnemo?

Mnemo adds persistent memory to Claude Code, letting your AI retain decisions, conventions, and preferences across sessions via semantic search. Instead of restarting from scratch or bloating a static CLAUDE.md file, you capture facts with `mnemo remember` and recall them instantly with `mnemo recall`. Built in TypeScript, it runs a local MCP server for Claude integration, using lightweight embeddings for sub-100ms queries on thousands of memories—like a github persistent storage layer for your AI workflow.

Why is it gaining traction?

It beats CLAUDE.md by offering on-demand retrieval, auto-capture from edits to docs/ADR files, and project/global scopes without token waste. Hooks inject relevant mnemonics at session start or pre-task, while procedural memory records reusable workflows Claude can suggest and run. Developers hook on the mnemonic power: fast, local-first persistent memory that feels like a brain upgrade for repetitive coding patterns.

Who should use this?

Claude Code users building multi-session projects, like backend devs tracking API conventions or teams sharing gotchas via git-synced team memories. Ideal for solo coders tired of re-explaining "use OAuth refresh every 30min" or frontend folks standardizing component patterns across refactors.

Verdict

Try it if you're deep in Claude Code—polished CLI, solid tests, and v2.0 features like procedures make it production-ready despite 29 stars and 1.0% credibility score. Maturity shows in docs and doctor command, but watch for roadmap items like knowledge graphs before team rollout.

(187 words)

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