skill-router

skill-router

A lazy router for Claude Code skills that exposes a library of skills through search, load, and reindex MCP tools, reducing context usage by only loading skills on demand.

Category
访问服务器

README

skill-router

A lazy router for Claude Code skills: instead of every installed skill costing context every turn, expose the whole library through three small MCP tools — search, load, reindex. Weak/cheap models navigate it fine; that's the point.

Single-file Node MCP server (stdio). One dependency (@modelcontextprotocol/sdk). No database, no embeddings, no background services. Indexing ~185 skills takes ~25ms at startup.

How it works

On startup (and on skill_reindex) the server walks three roots for SKILL.md files:

Root Label Notes
~/.claude/skills/ active symlinks followed (with cycle guard)
~/.claude/plugins/ plugin plugins/cache/ and plugins/marketplaces/ excluded
~/.claude/skill-vault/ vault see below

Frontmatter name:/description: are parsed (including YAML block scalars like description: >-); duplicates dedupe with precedence active > plugin > vault.

Tools

  • skill_search {query, limit?} — ranked {id, name, description, source, path, score}. Token-overlap scoring with query-side stopword filtering (so "make my website load faster" still finds web-perf), whole-query substring boost, and partial name-fragment credit ("website" matches the name web-perf).
  • skill_load {id} — full SKILL.md content plus sibling files (references/, scripts/, …). Accepts ids or names case-insensitively; unknown ids return the 5 closest matches instead of an error.
  • skill_reindex — rescan, returns counts per source.

The vault

The real context win: move rarely-used skills from ~/.claude/skills/ into ~/.claude/skill-vault/. The harness stops listing them every turn, but they stay fully discoverable and loadable through the router.

Install

npm install
claude mcp add --scope user skill-router node /absolute/path/to/server.mjs

Test

node test.mjs

Self-contained: builds a fixture skill tree in a temp HOME (including a symlinked skill, a block-scalar description, an excluded plugin-cache entry, and a shadowed vault duplicate) and asserts against it over real stdio JSON-RPC.

Security note

The indexer follows symlinks out of the skill roots and will index any SKILL.md they reach — so don't point skill roots at (or install skill bundles containing symlinks to) untrusted or sensitive locations. Loaded skill content is returned as data, never executed.

Credits

The scoring approach is ported from the Hermes lazy-router plugin in agency-agents (MIT, AgentLand Contributors) — the pattern of exposing a large roster as a few search tools instead of preloading everything.

License

MIT

推荐服务器

Baidu Map

Baidu Map

百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。

官方
精选
JavaScript
Playwright MCP Server

Playwright MCP Server

一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。

官方
精选
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。

官方
精选
本地
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。

官方
精选
本地
TypeScript
VeyraX

VeyraX

一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。

官方
精选
本地
graphlit-mcp-server

graphlit-mcp-server

模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。

官方
精选
TypeScript
Kagi MCP Server

Kagi MCP Server

一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。

官方
精选
Python
e2b-mcp-server

e2b-mcp-server

使用 MCP 通过 e2b 运行代码。

官方
精选
Neon MCP Server

Neon MCP Server

用于与 Neon 管理 API 和数据库交互的 MCP 服务器

官方
精选
Exa MCP Server

Exa MCP Server

模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。

官方
精选