
Agent Skills Search Server
ai.com.mcp由 mcp.com.ai 发布官方发布者v1.0.0更新于 Nov 10, 2026
Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.
概览
让助手在 skills.sh 注册表中搜索和发现 Agent Skills,以找到可复用的指令与工作流。
- 可以做什么
- 该远程 MCP 服务器提供对 skills.sh 注册表中 Agent Skills 的搜索能力;Agent Skills 被描述为一种轻量、开放的格式,用于为智能体扩展专门知识与工作流。一个技能是一个包含 SKILL.md 文件的文件夹,其中带有元数据和指令,并可附带脚本、参考资料、模板等资源。README 说明智能体采用渐进式披露:启动时只加载技能的名称和描述,任务匹配时再读取完整指令,并按需执行或加载附带文件。该服务器据称由 HAPI MCP 服务器提供支持;清单中未列出具体工具。
- 适用场景
- 当你希望助手按主题查找现成的 Agent Skills,而不是从零编写指令时使用;也适合确认某个技能是否已覆盖法律审查、数据分析或演示文稿排版等工作流。它只是发现工具,不是执行环境:助手仍需兼容技能格式的客户端来加载并运行找到的内容。如果你已明确使用哪些技能,或不依赖 skills.sh 注册表,则不必添加。
- 运行要求
- 需要一个远程 streamable HTTP 端点 密钥、环境变量或请求头。需要能访问该端点的网络。
安装
在 SourceWeft 中
- 打开 控制台中的 Agent Skills Search Server,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
交给智能体安装
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/ai.com.mcp%2Fskills-search/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。其他 MCP 客户端
把它添加到你客户端的 mcpServers 配置中。
{
"mcpServers": {
"agent-skills-search": {
"type": "http",
"url": "https://skills-sh.run.mcp.com.ai/mcp"
}
}
}README
Agent Skills
A standardized way to give AI agents new capabilities and expertise.
What are Agent Skills?
Agent Skills are a lightweight, open format for extending AI agent capabilities with specialized knowledge and workflows.
At its core, a skill is a folder containing a SKILL.md file. This file includes metadata (name and description, at minimum) and instructions that tell an agent how to perform a specific task. Skills can also bundle scripts, reference materials, templates, and other resources.
Why Agent Skills?
Agents are increasingly capable, but often don't have the context they need to do real work reliably. Skills solve this by packaging procedural knowledge and company-, team-, and user-specific context into portable, version-controlled folders that agents load on demand. This gives agents:
- Domain expertise: Capture specialized knowledge — from legal review processes to data analysis pipelines to presentation formatting — as reusable instructions and resources.
- Repeatable workflows: Turn multi-step tasks into consistent, auditable procedures.
- Cross-product reuse: Build a skill once and use it across any skills-compatible agent.
How do Agent Skills work?
Agents load skills through progressive disclosure, in three stages:
-
Discovery: At startup, agents load only the name and description of each available skill, just enough to know when it might be relevant.
-
Activation: When a task matches a skill's description, the agent reads the full
SKILL.mdinstructions into context. -
Execution: The agent follows the instructions, optionally executing bundled code or loading referenced files as needed.
Full instructions load only when a task calls for them, so agents can keep many skills on hand with only a small context footprint.
Where can I use Agent Skills?
Agent Skills are supported by a large number of AI tools and agentic clients — see the Client Showcase to explore some of them!
Getting started
- Documentation — Guides and tutorials
- Specification — Format details
- Example Skills — See what's possible
- Discord — Share what you're building!
Open development
The Agent Skills format was originally developed by Anthropic, released as an open standard, and has been adopted by a growing number of agent products. The standard is open to contributions from the broader ecosystem — see CONTRIBUTING.md for how to get involved.
License
Code in this repository is licensed under Apache 2.0. Documentation is licensed under CC-BY-4.0. See individual directories for details.
来源:README.md,提交 69ef37e
工具
0版本历史
1- v1.0.0最新Sep 16, 2026
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