MCP Tools Overview

Tools exposed via MCP. This is the agent interface.

Tool Profiles

Tools are organized into profiles:

Standard Profile (default)

Core tools for most use cases:

Tool	Purpose
remember	Store observations
learn	Store facts with evidence
believe	Form conclusions
recall	Search and retrieve
trace	Follow provenance
link	Create relationships

Reasoning Profile

Standard tools plus advanced reasoning:

Tool	Purpose
reason	Record reasoning chains
reflect	Meta-observations
hypothesize	Tentative beliefs
revise	Update hypotheses
commit	Crystallize to commitment

Always Available

Tool	Purpose
patterns	Workflow templates

Quick Reference

Storing:
  remember  -> Memory (no evidence)
  learn     -> Knowledge (with evidence)
  believe   -> Wisdom (from facts)
  reason    -> Intelligence (session-only)

Retrieving:
  recall    -> Search by query or ID
  trace     -> Follow provenance chain

Connecting:
  link      -> Create typed relationship

Meta:
  reflect   -> Record understanding change
  hypothesize/revise/commit -> Working beliefs
  patterns  -> Reusable workflows