etinpres

etinpres / mindvault

Public

AI coding tool's long-term memory — auto-converts codebases into knowledge graph + wiki + search index

18
16
100% credibility
Found Apr 12, 2026 at 19 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

MindVault analyzes codebases, documents, and notes to build a searchable knowledge graph, wiki pages, and index that provide context to AI coding assistants.

How It Works

1
🔍 Discover MindVault

You hear about a helpful tool that turns your project's files into a smart map and notebook so AI helpers never forget your code details.

2
📦 Get it set up

With one simple command, you add it to your computer and it's ready to use anywhere.

3
🚀 Prepare your project

In your project folder, you run a quick setup that connects it to your favorite AI coding friends and starts watching for changes.

4
📚 Build your knowledge base

Tell it to scan your files once, and it creates a map of how everything connects, plus easy-to-read notes and a search tool.

5
💡 Ask smart questions

Now you can ask 'How does login work?' and get instant answers from search, connections, and notes – all in plain words.

6
🤖 AI remembers forever

Your AI tools automatically pull in this knowledge for every chat, so no more repeating project details every time.

🎉 Project mastery unlocked

You save hours explaining code to AI, get accurate help fast, and watch your wiki grow smarter with every update.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 19 to 18 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 mindvault?

MindVault turns your codebase into a persistent knowledge graph, searchable wiki, and BM25 index for AI coding tools like Claude Code, Cursor, Copilot, Gemini Code Assist, and Windsurf. It auto-detects projects in Python, JS, Go, Rust, and 10 other languages, extracts structure from code/docs/PDFs, and builds a queryable memory layer—slashing token costs from 300k+ to ~900 per question. Install with `pip install mindvault-ai; mindvault install .`, then `mindvault ingest .` and query via `mindvault query "How does auth work?"` or AI tool skills.

Why is it gaining traction?

Unlike siloed tools for search (qmd), graphs (graphify), or wikis (llm-wiki-compiler), MindVault unifies them in one zero-config CLI with git hooks, a cross-platform daemon for auto-updates, and seamless integrations for GitHub coding agents, Microsoft Copilot, and free local LLMs like Ollama/Gemma. Developers love the 17-333x token savings on medium/large projects, Obsidian-compatible output, and global mode linking multiple repos—perfect for coding toolbox on Mac or cross-project github coding space.

Who should use this?

Backend devs wrestling with sprawling monorepos, full-stack teams using Cursor/Claude for refactoring, or AI coding agent users tired of session amnesia on auth flows/pipelines. Ideal for Python/TS/Go projects with docs, where you need quick "call chain" traces or cross-repo links without rereading everything.

Verdict

Promising for github coding assistant workflows, with solid CLI/docs and PyPI-ready Python package—but at 18 stars and 1.0% credibility, it's early-stage; test on a side project first. Worth trying if you're deep in coding tool gemini or windsurf setups.

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.