Agents do your content ops.
You supervise.
LeftFold connects AI agents to your content. They summarize, extract entities, generate structured data, and suggest links. You review everything in the mailbox.
Describe your business
Tell LeftFold about your content model. Event storming proposes custom content types fitted to your domain. No configuration files, no schemas to write.
Agents enrich automatically
When you create content via MCP, API, or CLI, agents summarize, extract entities, generate structured data, and suggest cross-links — all within your brand guardrails.
Review in the mailbox
Every enrichment lands in your mailbox. Approve, edit, or reject with one click. Your approval builds the dataset that makes agents smarter over time.
Append. Fold. Query.
Three concepts that give your content a structured, auditable history that grows with every interaction.
01
Append
Events flow in naturally
Content enters through MCP clients, the API, or agent enrichment. Each change is recorded as an immutable, typed event. "Published an article" becomes article.published with structured data. Nothing is lost, nothing is overwritten.
02
Fold
Events become current state
When you need the current state, the system 'folds' the event history — replaying events in order, merging changes. Five events become one clean document. The fold is computed on demand and cached. Always fresh, never stale.
03
Query
Ask anything about your content
Every surface — dashboard, MCP tools, API, SDK — uses the same query pipeline. Fold events, join across types, group, sort. Results are cached and auto-invalidated when new events arrive.
Works with every LLM client
Claude Desktop, Cursor, Claude Code, ChatGPT — any tool that speaks MCP can create and manage content in LeftFold. The MCP server exposes typed tools for every content type in your workspace.
Ready to let agents handle the repetitive parts?
Start your free workspace