mcp_engram_search_by_relation
Find related concepts in a knowledge graph by specifying a seed concept, optional relation label, and direction to scope results and prevent data overload.
Instructions
Traverse the knowledge graph. Find concepts related to a seed, filtered by optional label and direction. IMPORTANT FOR SCOPING (avoids data overload on high-relation nodes like primary goals with 100+ 'serves' from history): use label (e.g. 'serves'), direction, and k (limit) to keep results small. Start narrow; drill down with visualize(depth) or context/recall on results if larger context needed. See wake-up skill for process.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| concept | Yes | The seed concept to query | |
| direction | No | 'from' (A→?), 'to' (?→A), or 'both' (default: 'from') | from |
| k | No | Max results to return (default 50, max 200). Use to scope and prevent huge outputs on central concepts. | |
| label | No | Optional: filter by relation label (e.g. 'depends_on', 'implements') |