Introducing Kora: All your AI models and knowledge in one place, with memory that learns and answers accurately.

Use Cases

How You Can Use Memvid

Memvid is the first portable, serverless memory layer that gives every AI agent instant recall and persistent memory. Here are the core ways teams are using it today.

Kora - Memory Powered Chat

Combines the best AI models with your own knowledge base to give you a chatbot with true long term memory of you and your business. Connect your data sources, and watch it grow smarter as your memory evolves.

Developer Tool

Replace complex RAG pipelines or vector databases with a single portable file deployable anywhere. Plug Memvid into your AI agent via SDK or API for instant retrieval, long-term memory, and smarter responses with every interaction.

Open Source

Built with Memvid

Discover real agents and projects built with Memvid. Created by our team and the community, and shared for anyone to explore, fork, and use.

commitreel

Time travel for checkpoints

Record a single MV2 tape, scrub a timeline, and replay any moment on demand. Perfect for debugging AI agent sessions.

View on GitHub →

claude-brain

Claude Code finally remembers

Give Claude Code photographic memory in ONE portable file. No database, no SQLite, no ChromaDB. Just a single .mv2 file.

View on GitHub →

adrflow

Capture architectural decisions

An MCP server that records decisions like 'let's use Postgres' while you code. Search 'why?' and get the full context back.

View on GitHub →

canvas

AI UI Kit powered by Memvid

Build AI-powered apps in minutes. A complete UI kit with React components, server utilities, and built-in memory management.

View on GitHub →

maw

Crawl any site. Search it forever.

Crawl any website into a single searchable file. Query it forever, offline. No more bookmarking docs you'll forget about. No more 47 browser tabs.

View on GitHub →

screenshot-memory

Search screenshots by content

Search your screenshots by content, not filename.

View on GitHub →

design-memory

Extract design systems from any site

Extract and reproduce design systems from any website using deterministic analysis and LLM interpretation.

View on GitHub →

Chat-yourself

Chat with your past self

Build a personal AI chat assistant powered by Memvid that remembers all your conversations and context.

View on GitHub →

opencode-brain

Your code knowledge base

Store and search your codebase knowledge in a single portable file. Perfect for AI agents that need to understand your code.

View on GitHub →

memvid-rag

RAG pipeline with Memvid

A complete RAG (Retrieval Augmented Generation) implementation using Memvid for semantic search and memory.

View on GitHub →

memvid.cr

Memvid for Crystal

Crystal language implementation of Memvid, bringing portable memory files to the Crystal ecosystem.

View on GitHub →

memvid-mcp-rs

MCP server in Rust

Model Context Protocol server implementation in Rust, integrating Memvid for persistent agent memory and context.

View on GitHub →

commitreel

Time travel for checkpoints

Record a single MV2 tape, scrub a timeline, and replay any moment on demand. Perfect for debugging AI agent sessions.

View on GitHub →

claude-brain

Claude Code finally remembers

Give Claude Code photographic memory in ONE portable file. No database, no SQLite, no ChromaDB. Just a single .mv2 file.

View on GitHub →

adrflow

Capture architectural decisions

An MCP server that records decisions like 'let's use Postgres' while you code. Search 'why?' and get the full context back.

View on GitHub →

canvas

AI UI Kit powered by Memvid

Build AI-powered apps in minutes. A complete UI kit with React components, server utilities, and built-in memory management.

View on GitHub →

maw

Crawl any site. Search it forever.

Crawl any website into a single searchable file. Query it forever, offline. No more bookmarking docs you'll forget about. No more 47 browser tabs.

View on GitHub →

screenshot-memory

Search screenshots by content

Search your screenshots by content, not filename.

View on GitHub →

design-memory

Extract design systems from any site

Extract and reproduce design systems from any website using deterministic analysis and LLM interpretation.

View on GitHub →

Chat-yourself

Chat with your past self

Build a personal AI chat assistant powered by Memvid that remembers all your conversations and context.

View on GitHub →

opencode-brain

Your code knowledge base

Store and search your codebase knowledge in a single portable file. Perfect for AI agents that need to understand your code.

View on GitHub →

memvid-rag

RAG pipeline with Memvid

A complete RAG (Retrieval Augmented Generation) implementation using Memvid for semantic search and memory.

View on GitHub →

memvid.cr

Memvid for Crystal

Crystal language implementation of Memvid, bringing portable memory files to the Crystal ecosystem.

View on GitHub →

memvid-mcp-rs

MCP server in Rust

Model Context Protocol server implementation in Rust, integrating Memvid for persistent agent memory and context.

View on GitHub →

Ready to build with Memvid?

Start building AI agents with perfect memory. Get up and running in minutes.