Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@SkillGene search for Next.js SaaS development capsules"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
MCP 驱动的技能胶囊搜索与进化平台。Claude Code 开发前通过 MCP 搜索胶囊获取经验，开发后可贡献新胶囊回平台。
910+ 预置胶囊：覆盖 31 个领域（Web 前端、后端、DevOps、AI/LLM、数据库、安全、SaaS 自动化等）
FTS5 全文搜索：SQLite 内置全文索引 + LIKE 回退，支持中英文搜索
4 个 MCP Tools：search_capsules / get_capsule / contribute_capsule / evolve_capsule
能力进化：基于反馈改进胶囊，版本递增 + 新增 Gene
零外部依赖：SQLite 内嵌存储，无需数据库服务
Related MCP server: aiskillstore
Claude Code ──MCP stdio──▶ SkillGene MCP Server
│
┌─────────┼─────────┐
▼ ▼ ▼
SQLite+FTS5 Search Evolution
(capsule Engine Engine
store) (反馈进化)Gene（基因）：原子能力单元（一个具体技巧/模式/配置）
Capsule（胶囊）：完整能力链，包含多个 Gene + 使用指令
# 安装依赖
npm install
# 编译
npm run build
# 导入预置胶囊
npm run seed
node dist/import-github.js
node dist/import-awesome.js
node dist/import-composio-bulk.js
# 配置 Claude Code MCP
# 在 ~/.claude/mcp.json 中添加：
# {
# "mcpServers": {
# "skillgene": {
# "command": "node",
# "args": ["/path/to/skillgene/dist/index.js"]
# }
# }
# }Tool | 功能 |
| 按关键词全文搜索胶囊 |
| 获取完整胶囊内容（含所有 Gene） |
| 贡献新胶囊到平台 |
| 基于反馈改进已有胶囊 |
用户：帮我开发一个 Next.js SaaS
Claude Code 调用：search_capsules("nextjs saas 开发")
→ 获取 Next.js 架构、认证、支付、部署等经验胶囊
→ 基于胶囊知识开始开发
→ 开发完成后 contribute_capsule 回馈新经验来源 | 数量 |
Anthropic 官方 Skills | 16 |
社区开源 Skills | 12 |
ComposioHQ awesome-claude-skills | 40 |
Composio SaaS 自动化 | 830+ |
原始种子数据 | 12 |
Runtime: Node.js + TypeScript
MCP: @modelcontextprotocol/sdk stdio transport
存储: better-sqlite3 + FTS5
验证: zod
MIT
This server cannot be deployed
Search & install 6,500+ AI agent skills from skills-hub.ai inside any MCP tool.
A registry of 5,900+ peer-authored skills any MCP agent can search and load on demand.
Sharebench — search & pull AI skills, agents, prompts & playbooks (SKILL.md) into any MCP client
Search AI capabilities across AWS Marketplace and the Official MCP Registry.
