madc_deliberate

MCP tool from Cachly MCP by cachly-dev

Specialist AI agents vote to resolve contradictory lessons

How to use it

Project documentation lists madc_deliberate for the Cachly MCP MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), then check which tools your installed version makes available. Tool availability can depend on configuration and credentials. A server handshake does not verify this tool’s behavior. See the full listing for setup details.

Install Cachly MCP

$npx @cachly-dev/mcp-server@latest demo

FULL CACHLY MCP LISTING

Other tools in Cachly MCP (6)

ckg_inspect

Inspect the causal graph around any concept

memory_consolidate

Detect contradictions, merge duplicates, expire stale lessons

memory_crystalize

Distill all lessons into a Crystal for instant team context

team_audit

Immutable, admin-only governance trail: every role change & lesson confirmation

team_confirm

A reviewer confirms a lesson (🛡️ senior / ✔️ peer) → ranks higher in recall · reviewer-gated

team_crystallize

Team Crystal — fixes that 2+ teammates independently converged on (the cross-person, causal layer)