memory_crystalize
Distill all lessons into a Crystal for instant team context
How to use it
memory_crystalize is exposed by the Cachly MCP MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the memory_crystalize tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.
Install Cachly MCP
npx @cachly-dev/mcp-server@latest demoOther tools in Cachly MCP (6)
Inspect the causal graph around any concept
Specialist AI agents vote to resolve contradictory lessons
Detect contradictions, merge duplicates, expire stale lessons
Immutable, admin-only governance trail: every role change & lesson confirmation
A reviewer confirms a lesson (🛡️ senior / ✔️ peer) → ranks higher in recall · reviewer-gated
Team Crystal — fixes that 2+ teammates independently converged on (the cross-person, causal layer)