Bring your own agent

Any agent that speaks MCP — inside Claude.ai, Claude Code, Cursor, or one you build yourself — can use Jackdaw as its operating context. It can read relevant current state and bring durable learning back to the team.

Connect over MCP

Point your agent at Jackdaw’s MCP server and grant the scopes it needs:

• Read — call get_context to ground itself in the current projects, decisions, evidence, and constraints before doing anything.
• Write — call remember to save a fact you directly stated (identity details, corrections, and conflicts wait for approval); call suggest_property to propose a field value for a person to accept; or call edit_page to edit an existing document page with citations and a recoverable history entry.

Setup and the full tool list are in Connect via MCP.

In Claude Code

The Jackdaw coding-tool plugin supplies relevant context and session capture for Claude Code, Codex, and Cursor.

A worked example

Long-running agents that stay on course walks through backing a multi-day agent with Jackdaw so it resumes exactly where it left off, without drift.