菜单
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.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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.
Run read-only BigQuery SQL queries via CLI. Use when user needs to query BigQuery datasets, run SQL against Google BigQuery, or retrieve data from BigQuery tables.
Control Blender scenes, execute Python code, and import 3D assets from PolyHaven/Sketchfab/Hyper3D/Hunyuan3D via CLI. Use when user needs to manipulate Blender objects, generate AI 3D models, or apply textures.
Automate browser navigation, element interaction, and page capture via CLI. Use when user needs to navigate URLs, click/type/select page elements, take screenshots, or extract console logs.
| 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.