Skill of Skills
Quality-ranked, cross-platform directory of AI coding skills, plugins and MCP servers.
我该使用它吗
质量与安全性
A
基于对工具定义和协议合规性的自动分析。
上下文开销
~3,257token 数（工具定义）
~5.6 KB典型响应大小
对注意力有显著影响（占 128k 上下文窗口的 2.54%）
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中：
{
"mcpServers": {
"directory": {
"url": "https://skills.911fund.io/api/mcp"
}
}
}远程端点
https://skills.911fund.io/api/mcpstreamable-http它能做什么
工具清单
工具（6）
🟢 只读🟡 写入🔴 删除⚪ 未知
🟢search_skills(query, platform, limit, min_tier, risk_filter, ...)
Full-text search over the Skill of Skills directory (AI coding skills, plugins, MCP servers across Claude Code, Cursor, Codex, Windsurf, Cline). Results are ranked by the quality-first composite score, not popularity; when no tool matches every term, the closest partial matches are returned instead (match_mode: "any"), most relevant first. Critical-risk tools are excluded by default (risk_filter); every result carries risk_level and risk_reasons. Scores are evidence, not endorsements.
输入模式
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 2,
"maxLength": 200,
"description": "What capability you need, e.g. \"postgres migrations\""
},
"platform": {
"description": "Restrict to one client platform",
"type": "string",
"enum": [
"claude_code",
"cursor",
"codex",
"ai_studio",
"windsurf",
"cline",
"generic",
"multi_platform"
]
},
"limit": {
"default": 10,
"type": "integer",
"minimum": 1,
"maximum": 20
},
"min_tier": {
"default": "experimental",
"description": "Quality floor: curated ≥120, promising ≥80, experimental ≥40",
"type": "string",
"enum": [
"curated",
"promising",
"experimental"
]
},
"risk_filter": {
"default": "exclude_critical",
"description": "Risk gate: exclude_critical omits critical risk (default); exclude_high omits high and critical risk; none omits no risk levels",
"type": "string",
"enum": [
"exclude_critical",
"exclude_high",
"none"
]
},
"include_high_risk": {
"description": "Deprecated alias for risk_filter=none",
"type": "boolean"
}
},
"required": [
"query"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}输出模式
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"count": {
"type": "number"
},
"match_mode": {
"type": "string",
"enum": [
"all",
"any"
]
},
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"tier": {
"type": "string",
"enum": [
"curated",
"promising",
"experimental",
"review_required"
]
},
"quality_score": {
"type": "number"
},
"composite_score": {
"type": "number"
},
"risk_level": {
"type": "string"
},
"risk_reasons": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"platforms": {
"type": "array",
"items": {
"type": "string"
}
},
"description": {
"type": "string"
},
"repo_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"profile_url": {
"type": "string"
},
"stars": {
"type": "number"
},
"is_official": {
"type": "boolean"
},
"last_commit_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
}
},
"required": [
"name",
"slug",
"tier",
"quality_score",
"composite_score",
"risk_level",
"risk_reasons",
"type",
"category",
"platforms",
"description",
"repo_url",
"profile_url",
"stars",
"is_official",
"last_commit_at"
],
"additionalProperties": false
}
}
},
"required": [
"query",
"count",
"match_mode",
"results"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢get_skill(slug)
Full quality profile for one tool by slug (slugs come from search_skills / get_collection): score breakdown, structural signals, risk level and reasons, platforms, repo link. Direct lookups return any active tool regardless of risk — the risk assessment is part of the answer, not a filter here.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"minLength": 1,
"maxLength": 120,
"pattern": "^[a-z0-9-]+$"
}
},
"required": [
"slug"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}输出模式
{
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"tier": {
"type": "string",
"enum": [
"curated",
"promising",
"experimental",
"review_required"
]
},
"quality_score": {
"type": "number"
},
"composite_score": {
"type": "number"
},
"risk_level": {
"type": "string"
},
"risk_reasons": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"platforms": {
"type": "array",
"items": {
"type": "string"
}
},
"description": {
"type": "string"
},
"repo_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"profile_url": {
"type": "string"
},
"stars": {
"type": "number"
},
"is_official": {
"type": "boolean"
},
"last_commit_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"license": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"forks": {
"type": "number"
},
"scores": {
"type": "object",
"properties": {
"quality": {
"type": "number"
},
"composite": {
"type": "number"
},
"github": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"social": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"recency": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"trending": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"star_velocity_30d": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
}
},
"required": [
"quality",
"composite",
"github",
"social",
"recency",
"trending",
"star_velocity_30d"
],
"additionalProperties": false
},
"structural_signals": {
"type": "object",
"properties": {
"skill_md": {
"type": "boolean"
},
"examples": {
"type": "boolean"
},
"gotchas": {
"type": "boolean"
},
"verification": {
"type": "boolean"
},
"scripts": {
"type": "boolean"
},
"progressive_disclosure": {
"type": "boolean"
},
"config_files": {
"type": "boolean"
}
},
"required": [
"skill_md",
"examples",
"gotchas",
"verification",
"scripts",
"progressive_disclosure",
"config_files"
],
"additionalProperties": false
},
"readme_length": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"release_count": {
"type": "number"
},
"latest_release_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"discovered_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"updated_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
}
},
"required": [
"name",
"slug",
"tier",
"quality_score",
"composite_score",
"risk_level",
"risk_reasons",
"type",
"category",
"platforms",
"description",
"repo_url",
"profile_url",
"stars",
"is_official",
"last_commit_at",
"license",
"forks",
"scores",
"structural_signals",
"readme_length",
"release_count",
"latest_release_at",
"discovered_at",
"updated_at"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢compare_tools(slugs)
Side-by-side quality profiles for 2–5 tools by slug. Same fields as get_skill; ordering follows the request, not rank.
输入模式
{
"type": "object",
"properties": {
"slugs": {
"minItems": 2,
"maxItems": 5,
"type": "array",
"items": {
"type": "string",
"minLength": 1,
"maxLength": 120,
"pattern": "^[a-z0-9-]+$"
}
}
},
"required": [
"slugs"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}输出模式
{
"type": "object",
"properties": {
"compared": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"tier": {
"type": "string",
"enum": [
"curated",
"promising",
"experimental",
"review_required"
]
},
"quality_score": {
"type": "number"
},
"composite_score": {
"type": "number"
},
"risk_level": {
"type": "string"
},
"risk_reasons": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"platforms": {
"type": "array",
"items": {
"type": "string"
}
},
"description": {
"type": "string"
},
"repo_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"profile_url": {
"type": "string"
},
"stars": {
"type": "number"
},
"is_official": {
"type": "boolean"
},
"last_commit_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"license": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"forks": {
"type": "number"
},
"scores": {
"type": "object",
"properties": {
"quality": {
"type": "number"
},
"composite": {
"type": "number"
},
"github": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"social": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"recency": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"trending": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"star_velocity_30d": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
}
},
"required": [
"quality",
"composite",
"github",
"social",
"recency",
"trending",
"star_velocity_30d"
],
"additionalProperties": false
},
"structural_signals": {
"type": "object",
"properties": {
"skill_md": {
"type": "boolean"
},
"examples": {
"type": "boolean"
},
"gotchas": {
"type": "boolean"
},
"verification": {
"type": "boolean"
},
"scripts": {
"type": "boolean"
},
"progressive_disclosure": {
"type": "boolean"
},
"config_files": {
"type": "boolean"
}
},
"required": [
"skill_md",
"examples",
"gotchas",
"verification",
"scripts",
"progressive_disclosure",
"config_files"
],
"additionalProperties": false
},
"readme_length": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
]
},
"release_count": {
"type": "number"
},
"latest_release_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"discovered_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"updated_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
}
},
"required": [
"name",
"slug",
"tier",
"quality_score",
"composite_score",
"risk_level",
"risk_reasons",
"type",
"category",
"platforms",
"description",
"repo_url",
"profile_url",
"stars",
"is_official",
"last_commit_at",
"license",
"forks",
"scores",
"structural_signals",
"readme_length",
"release_count",
"latest_release_at",
"discovered_at",
"updated_at"
],
"additionalProperties": false
}
},
"not_found": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": [
"compared"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢list_collections
The curated buyer-intent collections (e.g. mcp-servers, testing-qa, browser-automation). Use get_collection for the ranked tools inside one.
输入模式
{
"type": "object",
"properties": {},
"$schema": "https://json-schema.org/draft/2020-12/schema"
}输出模式
{
"type": "object",
"properties": {
"collections": {
"type": "array",
"items": {
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"title": {
"type": "string"
},
"tagline": {
"type": "string"
},
"url": {
"type": "string"
}
},
"required": [
"slug",
"title",
"tagline",
"url"
],
"additionalProperties": false
}
}
},
"required": [
"collections"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢get_collection(slug, limit, risk_filter, include_high_risk)
Quality-ranked tools inside one curated collection. Critical-risk tools are excluded by default (risk_filter); every result carries risk_level and risk_reasons.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"enum": [
"mcp-servers",
"database-migrations",
"cicd-devops",
"testing-qa",
"browser-automation",
"security-audit",
"frontend-react",
"code-review",
"data-analytics"
]
},
"limit": {
"default": 10,
"type": "integer",
"minimum": 1,
"maximum": 25
},
"risk_filter": {
"default": "exclude_critical",
"description": "Risk gate: exclude_critical omits critical risk (default); exclude_high omits high and critical risk; none omits no risk levels",
"type": "string",
"enum": [
"exclude_critical",
"exclude_high",
"none"
]
},
"include_high_risk": {
"description": "Deprecated alias for risk_filter=none",
"type": "boolean"
}
},
"required": [
"slug"
],
"$schema": "https://json-schema.org/draft/2020-12/schema"
}输出模式
{
"type": "object",
"properties": {
"collection": {
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"title": {
"type": "string"
},
"tagline": {
"type": "string"
}
},
"required": [
"slug",
"title",
"tagline"
],
"additionalProperties": false
},
"total_in_collection": {
"type": "number"
},
"count": {
"type": "number"
},
"results": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"tier": {
"type": "string",
"enum": [
"curated",
"promising",
"experimental",
"review_required"
]
},
"quality_score": {
"type": "number"
},
"composite_score": {
"type": "number"
},
"risk_level": {
"type": "string"
},
"risk_reasons": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"platforms": {
"type": "array",
"items": {
"type": "string"
}
},
"description": {
"type": "string"
},
"repo_url": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"profile_url": {
"type": "string"
},
"stars": {
"type": "number"
},
"is_official": {
"type": "boolean"
},
"last_commit_at": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
}
},
"required": [
"name",
"slug",
"tier",
"quality_score",
"composite_score",
"risk_level",
"risk_reasons",
"type",
"category",
"platforms",
"description",
"repo_url",
"profile_url",
"stars",
"is_official",
"last_commit_at"
],
"additionalProperties": false
}
}
},
"required": [
"collection",
"total_in_collection",
"count",
"results"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢demand_pulse
Public, k-anonymous demand signal from the directory: trending searches, most-saved and most-installed tools. Aggregates only — sourced from ≥5 distinct anonymous sessions per entry.
输入模式
{
"type": "object",
"properties": {},
"$schema": "https://json-schema.org/draft/2020-12/schema"
}输出模式
{
"type": "object",
"properties": {
"total_interactions": {
"type": "number"
},
"trending_searches": {
"type": "array",
"items": {
"type": "object",
"properties": {
"query": {
"type": "string"
},
"sessions": {
"type": "number"
}
},
"required": [
"query",
"sessions"
],
"additionalProperties": false
}
},
"most_saved": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"sessions": {
"type": "number"
}
},
"required": [
"name",
"slug",
"category",
"sessions"
],
"additionalProperties": false
}
},
"most_installed": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"category": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"sessions": {
"type": "number"
}
},
"required": [
"name",
"slug",
"category",
"sessions"
],
"additionalProperties": false
}
}
},
"required": [
"total_interactions",
"trending_searches",
"most_saved",
"most_installed"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}社区
证据
最近观测
已验证未记录版本6 个工具
已验证未记录版本6 个工具
已验证未记录版本6 个工具