MCP Radar
MCP 服务器

Skill of Skills

io.911fund.skills/directory
开发者工具 MCP 与智能体基础设施 公开且可连接 MCP 2025-11-25

此 MCP 可以做什么

Searches and evaluates AI coding skills, plugins, and MCP servers using quality, platform, and risk information.

功能

工具

6 工具
compare_tools
Compare tools
Side-by-side quality profiles for 2–5 tools by slug. Same fields as get_skill; ordering follows the request, not rank.
只读 幂等
输入模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slugs'], 'properties': {'slugs': {'type': 'array', 'items': {'type': 'string', 'pattern': '^[a-z0-9-]+$', 'maxLength': 120, 'minLength': 1}, 'maxItems': 5, 'minItems': 2}}}
输出模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['compared'], 'properties': {'compared': {'type': 'array', 'items': {'type': 'object', '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'], 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'tier': {'enum': ['curated', 'promising', 'experimental', 'review_required'], 'type': 'string'}, 'type': {'type': 'string'}, 'forks': {'type': 'number'}, 'stars': {'type': 'number'}, 'scores': {'type': 'object', 'required': ['quality', 'composite', 'github', 'social', 'recency', 'trending', 'star_velocity_30d'], 'properties': {'github': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'social': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'quality': {'type': 'number'}, 'recency': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'trending': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'composite': {'type': 'number'}, 'star_velocity_30d': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}}, 'additionalProperties': False}, 'license': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'category': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'repo_url': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'platforms': {'type': 'array', 'items': {'type': 'string'}}, 'risk_level': {'type': 'string'}, 'updated_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'description': {'type': 'string'}, 'is_official': {'type': 'boolean'}, 'profile_url': {'type': 'string'}, 'risk_reasons': {'type': 'array', 'items': {'type': 'string'}}, 'discovered_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'quality_score': {'type': 'number'}, 'readme_length': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'release_count': {'type': 'number'}, 'last_commit_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'composite_score': {'type': 'number'}, 'latest_release_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'structural_signals': {'type': 'object', 'required': ['skill_md', 'examples', 'gotchas', 'verification', 'scripts', 'progressive_disclosure', 'config_files'], 'properties': {'gotchas': {'type': 'boolean'}, 'scripts': {'type': 'boolean'}, 'examples': {'type': 'boolean'}, 'skill_md': {'type': 'boolean'}, 'config_files': {'type': 'boolean'}, 'verification': {'type': 'boolean'}, 'progressive_disclosure': {'type': 'boolean'}}, 'additionalProperties': False}}, 'additionalProperties': False}}, 'not_found': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
demand_pulse
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.
只读 幂等
输入模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {}}
输出模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['total_interactions', 'trending_searches', 'most_saved', 'most_installed'], 'properties': {'most_saved': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'slug', 'category', 'sessions'], 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'category': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'sessions': {'type': 'number'}}, 'additionalProperties': False}}, 'most_installed': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'slug', 'category', 'sessions'], 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'category': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'sessions': {'type': 'number'}}, 'additionalProperties': False}}, 'trending_searches': {'type': 'array', 'items': {'type': 'object', 'required': ['query', 'sessions'], 'properties': {'query': {'type': 'string'}, 'sessions': {'type': 'number'}}, 'additionalProperties': False}}, 'total_interactions': {'type': 'number'}}, 'additionalProperties': False}
get_collection
Get collection
Quality-ranked tools inside one curated collection. Critical-risk tools are excluded by default (risk_filter); every result carries risk_level and risk_reasons.
只读 幂等
输入模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug'], 'properties': {'slug': {'enum': ['mcp-servers', 'database-migrations', 'cicd-devops', 'testing-qa', 'browser-automation', 'security-audit', 'frontend-react', 'code-review', 'data-analytics'], 'type': 'string'}, 'limit': {'type': 'integer', 'default': 10, 'maximum': 25, 'minimum': 1}, 'risk_filter': {'enum': ['exclude_critical', 'exclude_high', 'none'], 'type': 'string', 'default': 'exclude_critical', 'description': 'Risk gate: exclude_critical omits critical risk (default); exclude_high omits high and critical risk; none omits no risk levels'}, 'include_high_risk': {'type': 'boolean', 'description': 'Deprecated alias for risk_filter=none'}}}
输出模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['collection', 'total_in_collection', 'count', 'results'], 'properties': {'count': {'type': 'number'}, 'results': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'slug', 'tier', 'quality_score', 'composite_score', 'risk_level', 'risk_reasons', 'type', 'category', 'platforms', 'description', 'repo_url', 'profile_url', 'stars', 'is_official', 'last_commit_at'], 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'tier': {'enum': ['curated', 'promising', 'experimental', 'review_required'], 'type': 'string'}, 'type': {'type': 'string'}, 'stars': {'type': 'number'}, 'category': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'repo_url': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'platforms': {'type': 'array', 'items': {'type': 'string'}}, 'risk_level': {'type': 'string'}, 'description': {'type': 'string'}, 'is_official': {'type': 'boolean'}, 'profile_url': {'type': 'string'}, 'risk_reasons': {'type': 'array', 'items': {'type': 'string'}}, 'quality_score': {'type': 'number'}, 'last_commit_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'composite_score': {'type': 'number'}}, 'additionalProperties': False}}, 'collection': {'type': 'object', 'required': ['slug', 'title', 'tagline'], 'properties': {'slug': {'type': 'string'}, 'title': {'type': 'string'}, 'tagline': {'type': 'string'}}, 'additionalProperties': False}, 'total_in_collection': {'type': 'number'}}, 'additionalProperties': False}
get_skill
Get skill profile
Full quality profile for one tool by slug (slugs come from search_skills / get_collection): score breakdown, structural signals, risk level and reasons, platforms, repo link. Direct lookups return any active tool regardless of risk — the risk assessment is part of the answer, not a filter here.
只读 幂等
输入模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'pattern': '^[a-z0-9-]+$', 'maxLength': 120, 'minLength': 1}}}
输出模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', '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'], 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'tier': {'enum': ['curated', 'promising', 'experimental', 'review_required'], 'type': 'string'}, 'type': {'type': 'string'}, 'forks': {'type': 'number'}, 'stars': {'type': 'number'}, 'scores': {'type': 'object', 'required': ['quality', 'composite', 'github', 'social', 'recency', 'trending', 'star_velocity_30d'], 'properties': {'github': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'social': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'quality': {'type': 'number'}, 'recency': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'trending': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'composite': {'type': 'number'}, 'star_velocity_30d': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}}, 'additionalProperties': False}, 'license': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'category': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'repo_url': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'platforms': {'type': 'array', 'items': {'type': 'string'}}, 'risk_level': {'type': 'string'}, 'updated_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'description': {'type': 'string'}, 'is_official': {'type': 'boolean'}, 'profile_url': {'type': 'string'}, 'risk_reasons': {'type': 'array', 'items': {'type': 'string'}}, 'discovered_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'quality_score': {'type': 'number'}, 'readme_length': {'anyOf': [{'type': 'number'}, {'type': 'null'}]}, 'release_count': {'type': 'number'}, 'last_commit_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'composite_score': {'type': 'number'}, 'latest_release_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'structural_signals': {'type': 'object', 'required': ['skill_md', 'examples', 'gotchas', 'verification', 'scripts', 'progressive_disclosure', 'config_files'], 'properties': {'gotchas': {'type': 'boolean'}, 'scripts': {'type': 'boolean'}, 'examples': {'type': 'boolean'}, 'skill_md': {'type': 'boolean'}, 'config_files': {'type': 'boolean'}, 'verification': {'type': 'boolean'}, 'progressive_disclosure': {'type': 'boolean'}}, 'additionalProperties': False}}, 'additionalProperties': False}
list_collections
List collections
The curated buyer-intent collections (e.g. mcp-servers, testing-qa, browser-automation). Use get_collection for the ranked tools inside one.
只读 幂等
输入模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {}}
输出模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['collections'], 'properties': {'collections': {'type': 'array', 'items': {'type': 'object', 'required': ['slug', 'title', 'tagline', 'url'], 'properties': {'url': {'type': 'string'}, 'slug': {'type': 'string'}, 'title': {'type': 'string'}, 'tagline': {'type': 'string'}}, 'additionalProperties': False}}}, 'additionalProperties': False}
search_skills
Search skills
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.
只读 幂等
输入模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'default': 10, 'maximum': 20, 'minimum': 1}, 'query': {'type': 'string', 'maxLength': 200, 'minLength': 2, 'description': 'What capability you need, e.g. "postgres migrations"'}, 'min_tier': {'enum': ['curated', 'promising', 'experimental'], 'type': 'string', 'default': 'experimental', 'description': 'Quality floor: curated â\x89¥120, promising â\x89¥80, experimental â\x89¥40'}, 'platform': {'enum': ['claude_code', 'cursor', 'codex', 'ai_studio', 'windsurf', 'cline', 'generic', 'multi_platform'], 'type': 'string', 'description': 'Restrict to one client platform'}, 'risk_filter': {'enum': ['exclude_critical', 'exclude_high', 'none'], 'type': 'string', 'default': 'exclude_critical', 'description': 'Risk gate: exclude_critical omits critical risk (default); exclude_high omits high and critical risk; none omits no risk levels'}, 'include_high_risk': {'type': 'boolean', 'description': 'Deprecated alias for risk_filter=none'}}}
输出模式 
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['query', 'count', 'match_mode', 'results'], 'properties': {'count': {'type': 'number'}, 'query': {'type': 'string'}, 'results': {'type': 'array', 'items': {'type': 'object', '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'], 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'tier': {'enum': ['curated', 'promising', 'experimental', 'review_required'], 'type': 'string'}, 'type': {'type': 'string'}, 'stars': {'type': 'number'}, 'category': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'repo_url': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'platforms': {'type': 'array', 'items': {'type': 'string'}}, 'risk_level': {'type': 'string'}, 'description': {'type': 'string'}, 'is_official': {'type': 'boolean'}, 'profile_url': {'type': 'string'}, 'risk_reasons': {'type': 'array', 'items': {'type': 'string'}}, 'quality_score': {'type': 'number'}, 'last_commit_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'composite_score': {'type': 'number'}}, 'additionalProperties': False}}, 'match_mode': {'enum': ['all', 'any'], 'type': 'string'}}, 'additionalProperties': False}
历史

近期工具变更

已更改
demand_pulse
2026年9月19日 02:40
已更改
get_collection
2026年9月19日 02:40
已更改
list_collections
2026年9月19日 02:40
已更改
compare_tools
2026年9月19日 02:40
已更改
get_skill
2026年9月19日 02:40
已更改
search_skills
2026年9月19日 02:40
已添加
demand_pulse
2026年9月17日 12:39
已添加
get_collection
2026年9月17日 12:39
已添加
list_collections
2026年9月17日 12:39
已添加
compare_tools
2026年9月17日 12:39
已添加
get_skill
2026年9月17日 12:39
已添加
search_skills
2026年9月17日 12:39
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