How do I install the Memory MCP skill?

Run npx skillmds@latest add makabakaxy/memory-mcp in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Memory MCP safe to use?

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Which AI agents work with Memory MCP?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Memory MCP free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Memory MCP?

makabakaxy (@makabakaxy) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Memory MCP by makabakaxy — Agent Skill

Name: Memory MCP
Author: makabakaxy

File contents

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.

---name: memory-mcpdescription: 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.---# 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](reference/entity.md) || `mcp2cli memory entity delete` | Delete entities and their relations | `mcp2cli memory entity delete --entity-names '["Alice"]'` | [ref](reference/entity.md) |### 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](reference/relation.md) || `mcp2cli memory relation delete` | Delete relations from the graph | | [ref](reference/relation.md) |### 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](reference/observation.md) || `mcp2cli memory observation delete` | Delete observations from entities | | [ref](reference/observation.md) |### Graph & Node| Command | Description | Example | Ref ||---|---|---|---|| `mcp2cli memory graph get` | Read the entire knowledge graph | `mcp2cli memory graph get` | [ref](reference/graph.md) || `mcp2cli memory node search` | Search nodes by query | `mcp2cli memory node search --query "Alice"` | [ref](reference/node.md) || `mcp2cli memory node get` | Get specific nodes by name | `mcp2cli memory node get --names '["Alice", "Bob"]'` | [ref](reference/node.md) |## Discover ParametersAppend `--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](users/skill.md) for custom workflows and tips.> **Config**: MCP server settings live in `~/.agents/mcp2cli/servers.yaml` - edit there to take effect.

Frequently asked questions

Memory MCP