[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6MW1KX8E66P627NNNHV899D":3,"skill-same:01M6MW1KX8E66P627NNNHV899D":92},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":41,"linkOnly":42,"markdownContent":43,"markdownBody":44,"frontMatter":45,"refName":49,"commitSha":50,"skillDirectory":51,"forksCount":52,"repositoryHtmlUrl":53,"repositoryHomepageUrl":6,"ownerHtmlUrl":54,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":55,"install":56,"resources":69},"01M6MW1KX8E66P627NNNHV899D","memory-mcp",null,"Manage a persistent knowledge graph with entities, relations, and observations via CLI. Use when user needs to store, retrieve, search, or update structured memory\u002Fknowledge.","makabakaxy\u002Fmcp2cli","makabakaxy","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F52183517?v=4","01M6MVJJY7V34V4B21GKK8CJ3Z","Xiangyu Meng","01M6MVY2R0Q5AC6KZX918QJPY0",65,"MIT","https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fmemory-mcp\u002F0.6.3\u002Fskills\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],"memory mcp","memory","MCP","user","observations","with","store","via","structured","manage","use","knowledge","knowledge graph","graph","search","update","cli","2026-11-10 10:12:30",false,"---\nname: memory-mcp\ndescription: Manage a persistent knowledge graph with entities, relations, and observations via CLI. Use when user needs to store, retrieve, search, or update structured memory\u002Fknowledge.\nsource_version: \"0.6.3\"\nsource_cli_hash: \"c015fc36\"\ngenerated_at: \"2026-04-06T09:11:02.618250+00:00\"\n---\n\n# memory-mcp (via mcp2cli)\n\nManage a persistent knowledge graph: entities, relations, observations.\n\n## Shortcuts\n\n- `mcp2cli memory \u003Ccmd>` (alias for `mcp2cli memory-mcp`)\n\n## Commands\n\n### Entity\n| Command | Description | Example | Ref |\n|---|---|---|---|\n| `mcp2cli memory entity create` | Create entities in the knowledge graph | `mcp2cli memory entity create --entities '[{\"name\": \"Alice\", \"entityType\": \"Person\", \"observations\": [\"Engineer\"]}]'` | [ref](reference\u002Fentity.md) |\n| `mcp2cli memory entity delete` | Delete entities and their relations | `mcp2cli memory entity delete --entity-names '[\"Alice\"]'` | [ref](reference\u002Fentity.md) |\n\n### Relation\n| Command | Description | Example | Ref |\n|---|---|---|---|\n| `mcp2cli memory relation create` | Create relations between entities | `mcp2cli memory relation create --relations '[{\"from\": \"Alice\", \"to\": \"Bob\", \"relationType\": \"knows\"}]'` | [ref](reference\u002Frelation.md) |\n| `mcp2cli memory relation delete` | Delete relations from the graph | | [ref](reference\u002Frelation.md) |\n\n### Observation\n| Command | Description | Example | Ref |\n|---|---|---|---|\n| `mcp2cli memory observation add` | Add observations to existing entities | `mcp2cli memory observation add --observations '[{\"entityName\": \"Alice\", \"contents\": [\"Joined 2024\"]}]'` | [ref](reference\u002Fobservation.md) |\n| `mcp2cli memory observation delete` | Delete observations from entities | | [ref](reference\u002Fobservation.md) |\n\n### Graph & Node\n| Command | Description | Example | Ref |\n|---|---|---|---|\n| `mcp2cli memory graph get` | Read the entire knowledge graph | `mcp2cli memory graph get` | [ref](reference\u002Fgraph.md) |\n| `mcp2cli memory node search` | Search nodes by query | `mcp2cli memory node search --query \"Alice\"` | [ref](reference\u002Fnode.md) |\n| `mcp2cli memory node get` | Get specific nodes by name | `mcp2cli memory node get --names '[\"Alice\", \"Bob\"]'` | [ref](reference\u002Fnode.md) |\n\n## Discover Parameters\n\nAppend `--help` to any command for full parameter list:\n\n    mcp2cli memory entity create --help\n\n> **Note**: Use Ref links in the Commands table above to view detailed parameter reference and more examples.\n\n## User Notes\n\n> **MUST READ** [users\u002Fskill.md](users\u002Fskill.md) for custom workflows and tips.\n> **Config**: MCP server settings live in `~\u002F.agents\u002Fmcp2cli\u002Fservers.yaml` - edit there to take effect.\n","# memory-mcp (via mcp2cli)\n\nManage a persistent knowledge graph: entities, relations, observations.\n\n## Shortcuts\n\n- `mcp2cli memory \u003Ccmd>` (alias for `mcp2cli memory-mcp`)\n\n## Commands\n\n### Entity\n| Command | Description | Example | Ref |\n|---|---|---|---|\n| `mcp2cli memory entity create` | Create entities in the knowledge graph | `mcp2cli memory entity create --entities '[{\"name\": \"Alice\", \"entityType\": \"Person\", \"observations\": [\"Engineer\"]}]'` | [ref](reference\u002Fentity.md) |\n| `mcp2cli memory entity delete` | Delete entities and their relations | `mcp2cli memory entity delete --entity-names '[\"Alice\"]'` | [ref](reference\u002Fentity.md) |\n\n### Relation\n| Command | Description | Example | Ref |\n|---|---|---|---|\n| `mcp2cli memory relation create` | Create relations between entities | `mcp2cli memory relation create --relations '[{\"from\": \"Alice\", \"to\": \"Bob\", \"relationType\": \"knows\"}]'` | [ref](reference\u002Frelation.md) |\n| `mcp2cli memory relation delete` | Delete relations from the graph | | [ref](reference\u002Frelation.md) |\n\n### Observation\n| Command | Description | Example | Ref |\n|---|---|---|---|\n| `mcp2cli memory observation add` | Add observations to existing entities | `mcp2cli memory observation add --observations '[{\"entityName\": \"Alice\", \"contents\": [\"Joined 2024\"]}]'` | [ref](reference\u002Fobservation.md) |\n| `mcp2cli memory observation delete` | Delete observations from entities | | [ref](reference\u002Fobservation.md) |\n\n### Graph & Node\n| Command | Description | Example | Ref |\n|---|---|---|---|\n| `mcp2cli memory graph get` | Read the entire knowledge graph | `mcp2cli memory graph get` | [ref](reference\u002Fgraph.md) |\n| `mcp2cli memory node search` | Search nodes by query | `mcp2cli memory node search --query \"Alice\"` | [ref](reference\u002Fnode.md) |\n| `mcp2cli memory node get` | Get specific nodes by name | `mcp2cli memory node get --names '[\"Alice\", \"Bob\"]'` | [ref](reference\u002Fnode.md) |\n\n## Discover Parameters\n\nAppend `--help` to any command for full parameter list:\n\n    mcp2cli memory entity create --help\n\n> **Note**: Use Ref links in the Commands table above to view detailed parameter reference and more examples.\n\n## User Notes\n\n> **MUST READ** [users\u002Fskill.md](users\u002Fskill.md) for custom workflows and tips.\n> **Config**: MCP server settings live in `~\u002F.agents\u002Fmcp2cli\u002Fservers.yaml` - edit there to take effect.\n",{"name":5,"description":7,"generated_at":46,"source_version":47,"source_cli_hash":48},"2026-04-06T09:11:02.618250+00:00","0.6.3","c015fc36","main","089b0cef6d270ba5000e3169f560524fb28ca2b3","presets\u002Fmemory-mcp\u002F0.6.3\u002Fskills",5,"https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli","https:\u002F\u002Fgithub.com\u002Fmakabakaxy","2026-04-13 16:17:20",{"source":8,"skillName":5,"commands":57,"prompt":67,"zipAvailable":68},[58,61,64],{"tool":59,"command":60},"npx","npx skills add makabakaxy\u002Fmcp2cli --skill memory-mcp",{"tool":62,"command":63},"bunx","bunx skills add makabakaxy\u002Fmcp2cli --skill memory-mcp",{"tool":65,"command":66},"pnpm","pnpm dlx skills add makabakaxy\u002Fmcp2cli --skill memory-mcp","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fmemory-mcp\u002F0.6.3\u002Fskills\u002FSKILL.md",true,[70,76,80,84,88],{"path":71,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":74,"sourceHtmlUrl":75},"reference\u002Fentity.md","REFERENCE","参考文档",786,"https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fmemory-mcp\u002F0.6.3\u002Fskills\u002Freference\u002Fentity.md",{"path":77,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":78,"sourceHtmlUrl":79},"reference\u002Fgraph.md",258,"https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fmemory-mcp\u002F0.6.3\u002Fskills\u002Freference\u002Fgraph.md",{"path":81,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":82,"sourceHtmlUrl":83},"reference\u002Fnode.md",636,"https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fmemory-mcp\u002F0.6.3\u002Fskills\u002Freference\u002Fnode.md",{"path":85,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":86,"sourceHtmlUrl":87},"reference\u002Fobservation.md",956,"https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fmemory-mcp\u002F0.6.3\u002Fskills\u002Freference\u002Fobservation.md",{"path":89,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":90,"sourceHtmlUrl":91},"reference\u002Frelation.md",899,"https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fmemory-mcp\u002F0.6.3\u002Fskills\u002Freference\u002Frelation.md",[93,112,118,141,146,152],{"skillNo":94,"name":95,"nameZh":6,"description":96,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":97,"categories":98,"keywords":100,"publishedAt":41},"01M6MW3ERZQMYR1E3M31TT199C","zereight\u002Fgitlab-mcp","Manage GitLab repos, MRs, issues, pipelines, deployments, and releases via CLI. Use when user needs to create\u002Fsearch repos, review\u002Fmerge MRs, manage issues, or run pipelines.","https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fzereight-gitlab-mcp\u002F2.0.35\u002Fskills\u002FSKILL.md",[99],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[101,102,26,103,104,40,105,106,107,108,38,27,34,109,110,111,33,31],"zereight gitlab mcp","gitlab","run","review","merge","repos","create","issues","deployments","pipelines","releases",{"skillNo":113,"name":114,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":115,"categories":116,"keywords":117,"publishedAt":41},"01M6MW3DG16H9VVYZ3S6F4JZ23","users","https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Ftrendradar\u002F1.16.0\u002Fskills\u002Fusers\u002Fskill.md",[],[114],{"skillNo":119,"name":120,"nameZh":6,"description":121,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":122,"categories":123,"keywords":124,"publishedAt":41},"01M6MW39MNC25G7344WHBANZNS","trendradar","Monitor trending news, analyze topics, aggregate cross-platform content, and send notifications via CLI. Use when user needs to get latest news, search trends, analyze sentiment, compare periods, or generate reports.","https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Ftrendradar\u002F1.16.0\u002Fskills\u002FSKILL.md",[],[125,126,127,128,129,130,40,131,132,38,133,134,34,135,136,137,138,31,139,140],"TrendRadar","latest","send","topics","compare","notifications","monitor","generate","sentiment","analyze","reports","news","get","platform","trending","trends",{"skillNo":142,"name":114,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":143,"categories":144,"keywords":145,"publishedAt":41},"01M6MW38CPBWMMG2W48DRT6RPR","https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fsuperpowers\u002F4.3.0\u002Fskills\u002Fusers\u002Fskill.md",[],[114],{"skillNo":147,"name":148,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":149,"categories":150,"keywords":151,"publishedAt":41},"01M6MW36JK1GGXQYJJ437CE131","reference","https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fsuperpowers\u002F4.3.0\u002Fskills\u002Freference\u002Fskill.md",[],[148],{"skillNo":153,"name":154,"nameZh":6,"description":155,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":156,"categories":157,"keywords":158,"publishedAt":41},"01M6MW33XA6B1M7TD01HHGVHYT","superpowers","List and read Superpowers skills via CLI. Use when user needs to discover available skills or load skill instructions before performing a task.","https:\u002F\u002Fgithub.com\u002Fmakabakaxy\u002Fmcp2cli\u002Fblob\u002Fmain\u002Fpresets\u002Fsuperpowers\u002F4.3.0\u002Fskills\u002FSKILL.md",[],[154,27,159,160,161,162,31,163,164,34,165,40],"instructions","list","read","discover","load","performing","task"]