القائمة
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.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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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.