Folio blog: AI & MCP
AI agents, the MCP server, the built-in assistant and how they reach your wiki.
Posts tagged AI & MCP
Folio 0.4.4: notifications, review of agent edits, page owners and team skills
Notifications for @mentions and replies, comments on whiteboard elements and table cells, an optional review queue for edits made by agents, a page owner with a review date, and skills that agents read from wiki pages over MCP. A section covers the 0.4.5 release published alongside, which adds Claude with an Anthropic API key to Folio AI. Includes the upgrade note for migrations 061 to 064.
- Releases
- AI & MCP
- Collaboration
MCP security for a wiki: OAuth, tokens and page permissions
What the MCP specification asks of an authorized server, the risks of giving an agent your wiki, and what Folio does: personal tokens, OAuth, the owner's rights and page restrictions, what an agent cannot change, and what the audit log does and does not record.
- AI & MCP
- Security & access
LLM wiki for a team: Markdown in Git, readable by agents over MCP
Karpathy's LLM wiki is a folder of Markdown that an agent maintains. It suits one person; a team needs rights, shared editing, history and review. Where the pattern breaks, and what Folio gives an agent over MCP and what it leaves to you.
- AI & MCP
- Docs as code
Obsidian MCP: ways to give an AI agent your vault
Local REST API plugin, file-based MCP servers, an agent on the folder, the Obsidian CLI, Git and a shared team wiki, compared on who can use each, whether Obsidian must be open, permissions, several people and self-hosting. With the limits of each, Folio's included.
- Obsidian
- AI & MCP
Publish a Cursor canvas to your team wiki: dashboards that outlive the chat
A canvas Cursor builds sits in your editor and on your disk. In Folio it becomes a page in the tree, with search, Git history and access rights, and its filters still work. We ran it for real with Cursor's agent and wrote down what worked, what changed and what does not carry over.
- AI & MCP
- Publishing
- How-to
Publish a Claude artifact to your team wiki: interactive pages that live in Git
A dashboard or calculator an AI agent builds usually stays in the chat. In Folio it becomes a page in the tree, with search, Git history and access rights, and its filters still work. Publish it over MCP with one sentence, or import it by hand. How it works and where it stops.
- AI & MCP
- Publishing
- How-to
Confluence MCP, Notion MCP and a wiki that is its own MCP server
Atlassian and Notion run official MCP servers in their clouds. A third route is a wiki that is itself the MCP server: on your host, with the user's rights, edits in Git history that people see. What each gives an agent, how to connect Folio, and when to pick which.
- AI & MCP
- Confluence
- Comparisons
Publish a wiki space as a public website, and let visitors ask it questions
Folio 0.2 serves a space as a read-only public website at a path, a subdomain or your own domain, adds a shared Folio AI key, and lets visitors ask the assistant about that space. Setup, who sees what, and the limits.
- Publishing
- AI & MCP
New hires ask the wiki, and the wiki learns what it lacks
A new hire asks the wiki, gets an answer with its source, and every question the pages cannot answer is recorded for an admin. The setup, how it works inside, and where it stops.
- AI & MCP
- Collaboration