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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.
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
SOC 職業分類に基づく
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/makabakaxy/mcp2cli --skill memory-mcpコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
SKILL.md を表示中
Monitor AI agent traces and spans via CLI. Use when user needs to authorize with AgentOps, retrieve trace information, or inspect span metrics.
Execute and suggest AWS CLI commands across all AWS services via natural language or direct CLI syntax. Use when user needs to manage EC2, S3, IAM, Lambda, RDS, or any other AWS resource.
Manage issues, track dependencies, and monitor workspace progress via CLI. Use when user needs to create/list/update issues, manage blockers, claim work, or get project stats.
| 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 |
Manage a persistent knowledge graph: entities, relations, observations.
mcp2cli memory <cmd> (alias for mcp2cli memory-mcp)| 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 |
| 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 |
| 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 |
| 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 |
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.
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.