Bring Bi Directional Linking
to Pydantic AI

Connect your Logseq instance to any AI agent and take full control of your privacy-first knowledge graph and personal documentation through natural conversation.

What you can do

• Graph Orchestration — List all pages and retrieve detailed hierarchical block trees representing your local outliner data directly from your agent
• Page Management — Create new organized pages or journal entries and manage their lifecycle including irreversible deletion of metadata loops securely
• Block Operations — Append, update, or delete individual outliner blocks, preserving precise UUID bounds and linking indices within your graph
• Deep Content Search — Execute local queries to extract explicitly bound text targets across your entire knowledge base, including titles and namespaces
• Hierarchical Inspection — Extract deeply nested outliner hierarchies to understand the complex structural relationships between your ideas and projects
• Environment Audit — Identify current active graph paths and local database directories to verify your agent is targeting the correct knowledge store

How it works

1. Subscribe to this server
2. Enable the HTTP API in your Logseq Settings
3. Enter your Logseq API Token and Host URL (e.g., http://localhost:12315)
4. Start managing your local graph from Claude, Cursor, or any MCP-compatible client

Who is this for?

• Knowledge Workers — organize research and meeting notes through natural conversation without manually navigating the Logseq outliner
• Software Developers — manage technical documentation and project logs directly from your IDE or workspace terminal
• PKM Enthusiasts — audit complex graph structures and perform bulk block updates to maintain a clean and optimized personal knowledge base