Topic

AI agents and MCP

AI agents can now read and edit a Notion workspace through MCP, the Model Context Protocol, and a language model can keep a personal wiki up to date from your sources. These guides show how to set that up and what to watch out for. They cover the official Notion MCP server and its setup for Claude, ChatGPT, Codex and Cursor, five Claude Code workflows for a second brain that maintains itself, and Andrej Karpathy's LLM wiki pattern with a Notion version of it. The GraphRAG guide explains when a knowledge graph gives a model better context than vector search.

An agent that writes to your workspace adds pages and links faster than you can review them in a list. A graph view helps here: IVGraph shows a Notion workspace as one connected map, so you can check what the agent added, what it linked and which pages it left disconnected.

Guides on this topic

Claude and Obsidian: Four Ways to Connect an Agent to Your Vault

Connect Claude Code or Claude Desktop to an Obsidian vault: direct folder access, the Obsidian CLI, Obsidian skills, MCP servers and agent plugins—plus Cursor, Codex, permissions and an LLM wiki layout.

15 min read

GraphRAG, Explained: When a Knowledge Graph Beats Vector Search

How GraphRAG works, where it helps beyond vector search, and what extra indexing and maintenance to budget for. Plus a practical starting point for linked Notion workspaces.

11 min read

Claude Code + Notion: Five Workflows for a Second Brain That Maintains Itself

Copy-paste prompts for the boring half of knowledge management: ingest sources, crosslink pages, weekly reviews, gap analysis — plus the guardrails that keep an agent honest.

8 min read

Notion MCP: Connect Claude, ChatGPT, Codex or Cursor to Your Workspace

The official server URL, setup for Claude, Claude Code, ChatGPT, Codex, Cursor and VS Code, what you get on which Notion plan, MCP vs the API, limits and permissions.

10 min read

What Is an LLM Wiki? Karpathy's Pattern, Explained

A knowledge base your AI builds and maintains for you: where Karpathy's April 2026 idea came from, how an LLM wiki differs from RAG and a second brain, and three practical ways to build one — from markdown files to Notion.

7 min read

LLM Wiki for Notion: Building a Claude-Powered Second Brain with a 3D Knowledge Graph

How I built a knowledge management system from Notion, Claude Code and a 3D graph. Practical guide with real workflows, tools comparison, and honest limitations.

10 min read

Also covers this topic

What Is a Knowledge Graph? A Plain-English Guide with Examples

A plain-English explanation of knowledge graphs, with examples of nodes, relationships and triples. Learn how they compare with databases, mind maps and vector search—and how to build one from your notes.

11 min read

Notion vs Obsidian: Which One Fits the Way You Think?

An honest Notion vs Obsidian comparison covering local files, databases, linking, collaboration, AI and pricing—and whether a graph view is a good reason to switch.

11 min read

How to Build a Second Brain in Notion (That You'll Actually Keep Using)

Why most second brains die by February — and the 4-database blueprint that doesn't: relations as the skeleton, a 15-minute setup, an optional LLM maintenance layer, and the graph as your health metric.

9 min read