memory-mcp

name	memory-mcp
description	Manage a persistent knowledge graph with entities, relations, and observations via CLI. Use when user needs to store, retrieve, search, or update structured memory/knowledge.
source_version	0.6.3
source_cli_hash	c015fc36
generated_at	2026-04-06T09:11:02.618250+00:00

memory-mcp (via mcp2cli)

Manage a persistent knowledge graph: entities, relations, observations.

Shortcuts

• mcp2cli memory <cmd> (alias for mcp2cli memory-mcp)

Commands

Entity

Command	Description	Example	Ref
mcp2cli memory entity create	Create entities in the knowledge graph	mcp2cli memory entity create --entities '[{"name": "Alice", "entityType": "Person", "observations": ["Engineer"]}]'	ref
mcp2cli memory entity delete	Delete entities and their relations	mcp2cli memory entity delete --entity-names '["Alice"]'	ref

Relation

Command	Description	Example	Ref
mcp2cli memory relation create	Create relations between entities	mcp2cli memory relation create --relations '[{"from": "Alice", "to": "Bob", "relationType": "knows"}]'	ref
mcp2cli memory relation delete	Delete relations from the graph		ref

Observation

Command	Description	Example	Ref
mcp2cli memory observation add	Add observations to existing entities	mcp2cli memory observation add --observations '[{"entityName": "Alice", "contents": ["Joined 2024"]}]'	ref
mcp2cli memory observation delete	Delete observations from entities		ref

Graph & Node

Command	Description	Example	Ref
mcp2cli memory graph get	Read the entire knowledge graph	mcp2cli memory graph get	ref
mcp2cli memory node search	Search nodes by query	mcp2cli memory node search --query "Alice"	ref
mcp2cli memory node get	Get specific nodes by name	mcp2cli memory node get --names '["Alice", "Bob"]'	ref

Discover Parameters

Append --help to any command for full parameter list:

mcp2cli memory entity create --help

Note: Use Ref links in the Commands table above to view detailed parameter reference and more examples.

User Notes

MUST READ users/skill.md for custom workflows and tips. Config: MCP server settings live in ~/.agents/mcp2cli/servers.yaml - edit there to take effect.