Maximize the utility of your knowledge graphs -- and tap into everyone else's too.
A “vault” is just a folder of your notes, linked together like a personal wiki — tools like Obsidian make them easy to write. Upload one and Shreg turns it into a graph: the ideas inside, and how they connect.
An AI reads through the graph and writes a short description of what it's useful for, plus example questions it answers well — so anyone (including you) knows what to expect before relying on it.
MCP (Model Context Protocol) is a standard that lets AI assistants like Claude connect directly to outside data. Every graph gets its own MCP address — paste it into your agent's settings and it can search your notes while it answers you.
Upload your notes once, and Shreg turns them into a knowledge graph your own AI agent can query directly -- then explore and build on other people's shared graphs too. Parsing happens entirely in your browser, so nothing leaves your computer until you choose to save it below. Once it's saved, it's live as its own MCP endpoint, ready for any AI agent to connect to.
Every graph on Shreg is also a live MCP (Model Context Protocol) server -- a small set of tools an AI agent can call to search, read, and traverse that graph directly, instead of just guessing from its training data. Any client that speaks MCP can connect to it: Claude Code, Claude Desktop, ChatGPT, Cursor, Windsurf, VS Code, Gemini CLI, Cline, and more.
Log in and upload a graph to get your own copy-pasteable endpoint -- for now, the instructions below use a placeholder URL you can swap your real one into.
https://shreg.ai/api/mcp/your-graph-id