bunkerlab-net

bunkerlab-net / mempalace

Public

A Rust reimplementation of milla-jovovich/mempalace

ai llm mcp memory rust
11
1
100% credibility
Found Apr 08, 2026 at 11 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Rust
AI Summary

Mempalace is a standalone program that stores and organizes project files and AI chat transcripts into a searchable local memory system for assistants.

How It Works

1
📚 Discover Mempalace

You hear about a simple local tool that builds a 'memory palace' so your AI assistant remembers all your projects and chats forever.

2
💻 Get the program ready

Download and prepare the single easy-to-run program on your computer – no extra setups needed.

3
🏠 Set up your project palace

Tell it about your project folder, and it automatically sorts your files into helpful 'rooms' like ideas or code areas.

4
✨ Fill your palace with memories

Add your code files and chat histories – it chunks them into neat drawers, ready to remember everything perfectly.

5
🔍 Search your memories anytime

Type a question about past work or talks, and instantly see the exact matching pieces with where they came from.

6
🤖 Wake up your AI with context

Generate a quick summary of your key memories to paste into chats, so your AI knows your full story from the start.

🎉 Your AI never forgets

Now your assistant recalls every detail of your projects, decisions, and conversations, making it feel truly personal and smart.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 11 to 11 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is mempalace?

Mempalace builds a local mem palace for AI assistants, ingesting project code and chat transcripts into a searchable SQLite database via a 13MB Rust binary. It chunks files into "drawers" organized by wings (projects) and rooms (topics), supports keyword search with BM25 scoring, and generates concise wake-up context for sessions. CLI commands like `mempalace init`, `mine`, `search`, and `wake-up` handle everything; `mcp` exposes 19 tools over JSON-RPC for Claude integration—no Python, ChromaDB, or APIs needed.

Why is it gaining traction?

This Rust reimplementation of milla-jovovich/mempalace fixes concurrency locks and slashes size from 100MB Python envs to a static binary, ideal for rust github actions cache, ci, and workflows. Keyword search trades embeddings for speed and reliability, with full CLI/MCP compatibility as the hook—devs swap it in without retraining habits. Rust github client features like turso make it a lightweight dependency for trending local AI setups.

Who should use this?

AI devs persisting context across Claude Code or local agent sessions, mining codebases and transcripts for fast recall. Rust enthusiasts in github api/ci pipelines needing a mempalace git alternative to heavy vector stores. Solo engineers or small teams avoiding cloud memory services for privacy-focused projects.

Verdict

Worth a spin as a lean rust github crate for mempalace fans—solid CLI, docs, and tests despite 11 stars and 1.0% credibility signaling early maturity. Production-ready for prototypes; monitor for embedding support.

(198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.