Progressive group routing for 393 professional skills via Rust daemon stdio shim.
Progressive group routing for 393 professional skills via Rust daemon stdio shim.
Skill Shelf 连这个问题一起解决了：LLM 看见 MCP 工具就会自己去查、自己去用。你不需要记住每个 skill 的内容，也不需要判断什么时候该用——LLM 遇到合适的场景自己会去搜索和加载。
The toolset is worth reading before you wire it up, because it tells you what the integration is really for:
browse_shelf — 不传参返回 group catalog + 状态信息；传 group 返回组内 skill summariessearch_skills — 兜底搜索全部 skill，返回 top N 匹配结果read_skill — 默认读取 skill summary；full=true 时读取完整正文、资源、参考文件install_skills — 从目录安装 skill 包（支持新建和 LLM 辅助分组）validate_skills — 校验完整性；clean=true 时自动删除有问题的 skillmanage_group — 创建/更新/删除存储组（mode: create/update/delete）reclassify_skill — 将 skill 移至新的组（更新 frontmatter + 移动目录 + 重建索引）SKILL_SHELF_ROOT — /data/hubSKILL_SHELF_SEARCH_LIMIT — 8SKILL_SHELF_MAX_RELATED_SKILLS — 5SKILL_SHELF_WATCH — 1browse_shelf — 不传参返回 group catalog + 状态信息；传 group 返回组内 skill summariessearch_skills — 兜底搜索全部 skill，返回 top N 匹配结果read_skill — 默认读取 skill summary；full=true 时读取完整正文、资源、参考文件install_skills — 从目录安装 skill 包（支持新建和 LLM 辅助分组）validate_skills — 校验完整性；clean=true 时自动删除有问题的 skillmanage_group — 创建/更新/删除存储组（mode: create/update/delete）reclassify_skill — 将 skill 移至新的组（更新 frontmatter + 移动目录 + 重建索引）Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| browse_shelf | 不传参返回 group catalog + 状态信息；传 group 返回组内 skill summaries |
| search_skills | 兜底搜索全部 skill，返回 top N 匹配结果 |
| read_skill | 默认读取 skill summary；full=true 时读取完整正文、资源、参考文件 |
| install_skills | 从目录安装 skill 包（支持新建和 LLM 辅助分组） |
| validate_skills | 校验完整性；clean=true 时自动删除有问题的 skill |
| manage_group | 创建/更新/删除存储组（mode: create/update/delete） |
| reclassify_skill | 将 skill 移至新的组（更新 frontmatter + 移动目录 + 重建索引） |
claude mcp add skill-shelf --env SKILL_SHELF_ROOT=your-value -- npx -y npm| Variable | Description | Required |
|---|---|---|
| SKILL_SHELF_ROOT | Configuration value read at startup. | Optional |
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