gotalab/skillport

Bring Agent Skills to Any AI Agent and Coding Agent — via CLI or MCP. Manage once, serve anywhere.

License:MITLanguage:Python22315
agent-skillsai-agentClaudecodexcontext-engineeringcursorgithub-copilotmcp技能

Deep Analysis

SkillPort是Agent Skills的SkillOps工具包,支持验证、管理和通过MCP或CLI大规模交付技能。

Recommended

Core Features

验证

检查技能是否符合Agent Skills规范,CI友好的JSON输出

管理

从GitHub、本地路径或ZIP完整生命周期管理技能

搜索加载

使用Tool Search Tool模式,搜索优先,按需加载完整指令

MCP服务

兼容多种客户端(Cursor、Copilot、Windsurf等)的MCP服务器

Technical Implementation

Architecture:Python构建,采用search-first的MCP服务器架构。支持CLI和MCP两种交付模式,通过元数据分类和按需加载实现大规模技能管理。
Execution Flow:
安装配置

通过uv tool install或pip安装SkillPort,配置SKILLPORT_SKILLS_DIR

添加技能

从GitHub、本地路径或ZIP文件添加技能,自动验证规范

搜索加载

MCP服务提供search_skills和load_skill两个工具,按需加载减少tokens

分类过滤

通过metadata分类和标签组织,支持按客户端过滤不同技能集

部署服务

通过MCP配置文件连接到Cursor、VS Code等客户端,或使用CLI模式

Key Components:
Agent Skills Spec技能规范标准,验证依据
MCP Protocol跨客户端兼容,统一接口
Tool Search减少context消耗的搜索优先设计
Highlights
  • 搜索优先加载模式,50+技能仅消耗~5000tokens,vs全量加载数倍context
  • 跨客户端一致体验,支持Cursor、Copilot、Windsurf、Cline等主流工具
  • 灵活的分类和过滤机制,按客户端或用户角色暴露不同技能集
  • 完整的验证和管理工具链,CI集成友好,支持自动化和团队协作
Use Cases
  • 多Agent环境下的统一技能库管理,避免重复维护和版本混乱
  • 大型团队的技能分发,按角色(开发/测试/文档)暴露不同工具集
  • GitHub技能的快速集成,一键安装社区或官方技能库
  • CI/CD流程中的技能验证,确保部署前的规范合规性
Tech Stack
Python 3.10+MCP (Model Context Protocol)YAMLJSONCLI (uvx/pip)

⚓ SkillPort

The SkillOps Toolkit for Agent Skills

SkillOps = Validate, manage, and deliver skills at scale.

Python
MCP
License


Why SkillPort?

When you... SkillPort...
Use a coding agent without native skill support Serves via MCP or CLI
Build your own AI agent Provides MCP server, CLI, and Python library
Have 50+ skills and need the right one fast Search-first loading (Tool Search Tool pattern)
Check skills before deployment Validates against the spec in CI
Manage skill metadata programmatically Provides meta commands
Find a skill on GitHub Installs with add <url>

Fully compatible with the Agent Skills specification.


Features

Validate

Check skills against the Agent Skills specification.

skillport validate                    # Validate all skills
skillport validate ./skills           # Validate specific directory
skillport validate --json             # CI-friendly JSON output

Catches missing fields, naming issues, and spec violations before they cause problems.

Manage

Full lifecycle management from any source.

# Add from GitHub (shorthand)
skillport add anthropics/skills skills

# Add from GitHub (full URL)
skillport add https://github.com/anthropics/skills/tree/main/skills

# Add from local path or zip
skillport add ./my-skills
skillport add skills.zip

# Update, list, remove
skillport update                      # Update all from original sources
skillport list                        # See installed skills
skillport remove <skill-id>           # Uninstall

Metadata

Update skill metadata without editing files manually. Useful for automation and keeping skills consistent across a team.

skillport meta get <skill> <key>      # Get metadata value
skillport meta set <skill> <key> <val> # Set metadata value
skillport meta unset <skill> <key>    # Remove metadata key

Serve

MCP server for clients that don't natively support Agent Skills.

Inspired by Anthropic's Tool Search Tool pattern — search first, load on demand:

Tool Purpose
search_skills(query) Find skills by description (full-text search)
load_skill(skill_id) Get full instructions + path

Why search matters: With 50+ skills, loading all upfront consumes context and hurts accuracy. SkillPort loads metadata only (~100 tokens/skill), then full instructions on demand.

Works with Cursor, Copilot, Windsurf, Cline, Codex, and any MCP-compatible client.


Quick Start

Install

uv tool install skillport
# or: pip install skillport

Add Skills

# Add from GitHub
skillport add anthropics/skills skills

# Or use a custom skills directory
skillport --skills-dir .claude/skills add anthropics/skills skills

Validate

skillport validate
# ✓ All 5 skill(s) pass validation

Connect to Agents

Choose how to deliver skills to your AI agents:

Mode Best for Setup
CLI Mode Agents with shell access (Cursor, Windsurf, Codex, etc.) Per-project
MCP Mode MCP-compatible clients, multi-project One-time

CLI Mode

For agents that can run shell commands. No MCP configuration required.

skillport init                        # Initialize project
skillport doc                         # Generate AGENTS.md with skill table
skillport show <id>                   # Load full instructions for a skill

How it works:

  1. skillport doc generates a skill table in AGENTS.md
  2. The agent reads AGENTS.md to discover available skills
  3. When needed, the agent runs skillport show <id> to load full instructions

MCP Mode

For MCP-compatible clients. Install the server:

uv tool install skillport-mcp

Add to your client's config:

{
  "mcpServers": {
    "skillport": {
      "command": "uvx",
      "args": ["skillport-mcp"],
      "env": { "SKILLPORT_SKILLS_DIR": "~/.skillport/skills" }
    }
  }
}
One-click install for popular clients

Cursor

Install MCP Server

VS Code / GitHub Copilot

Install in VS Code

Kiro

Add to Kiro

CLI Agents

# Codex
codex mcp add skillport -- uvx skillport-mcp

# Claude Code
claude mcp add skillport -- uvx skillport-mcp

Organization

Organize skills with categories and tags. Works with both CLI and MCP modes.

Categories & Tags

Use metadata to organize and filter skills:

# SKILL.md frontmatter
metadata:
  skillport:
    category: development
    tags: [testing, quality]
    alwaysApply: true  # Always available (Core Skills)

Per-Client Filtering

Expose different skills to different agents:

{
  "mcpServers": {
    "skillport-dev": {
      "command": "uvx",
      "args": ["skillport-mcp"],
      "env": { "SKILLPORT_ENABLED_CATEGORIES": "development,testing" }
    },
    "skillport-writing": {
      "command": "uvx",
      "args": ["skillport-mcp"],
      "env": { "SKILLPORT_ENABLED_CATEGORIES": "writing,research" }
    }
  }
}

Configuration

Variable Description Default
SKILLPORT_SKILLS_DIR Skills directory ~/.skillport/skills
SKILLPORT_ENABLED_CATEGORIES Filter by category all
SKILLPORT_ENABLED_SKILLS Filter by skill ID all
SKILLPORT_ENABLED_NAMESPACES Filter by namespace all
SKILLPORT_CORE_SKILLS_MODE Core Skills behavior (auto/explicit/none) auto

Creating Skills

Create a SKILL.md with YAML frontmatter:

---
name: my-skill
description: What this skill does
metadata:
  skillport:
    category: development
    tags: [example]
---
# My Skill

Instructions for the AI agent.

See Creating Skills Guide for best practices.


Skill Sources

Source Features Target URL
Anthropic Official Document skills (docx, pdf, pptx, xlsx), design, MCP builder All users GitHub
Awesome Claude Skills Curated community collection, 2.5k+ stars Discovery GitHub
Hugging Face Skills Dataset creation, model evaluation, LLM training, paper publishing ML/AI engineers GitHub
Claude Scientific Skills 128+ scientific skills (bio, chem, ML), 26+ databases Researchers GitHub
ClaudeKit Skills 30+ skills, auth, multimodal, problem-solving frameworks Full-stack devs GitHub
Superpowers TDD, debugging, parallel agents, code review workflows Quality-focused devs GitHub
Kubernetes Operations K8s deployment, monitoring, troubleshooting DevOps/SRE GitHub

Learn More


Development

Status: Work in progress. APIs may change.

git clone https://github.com/gotalab/skillport.git
cd skillport
uv sync

# Run MCP server
SKILLPORT_SKILLS_DIR=.skills uv run skillport-mcp

# Run CLI
uv run skillport --help

# Run tests
uv run pytest

License

MIT

Highly Recommended
agents

wshobson/agents

wshobson

Intelligent automation and multi-agent orchestration for Claude Code

The most comprehensive Claude Code plugin ecosystem, covering full-stack development scenarios with a three-tier model strategy balancing performance and cost.

25.6k2.8k3 days ago
Highly Recommended
awesome-claude-skills

ComposioHQ/awesome-claude-skills

ComposioHQ

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

The most comprehensive Claude Skills resource list; connect-apps is a killer feature.

19.9k2.0k3 days ago
Recommended
oh-my-opencode

code-yeongyu/oh-my-opencode

code-yeongyu

The Best Agent Harness. Meet Sisyphus: The Batteries-Included Agent that codes like you.

Powerful multi-agent coding tool, but note OAuth limitations.

17.5k1.2k3 days ago
Highly Recommended
ui-ux-pro-max-skill

nextlevelbuilder/ui-ux-pro-max-skill

nextlevelbuilder

An AI SKILL that provide design intelligence for building professional UI/UX multiple platforms

Essential for designers; comprehensive UI/UX knowledge base.

15.3k1.5k3 days ago
Recommended
claude-mem

thedotmack/claude-mem

thedotmack

A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future sessions.

A practical solution for Claude's memory issues.

14.0k9143 days ago
Highly Recommended
planning-with-files

OthmanAdi/planning-with-files

OthmanAdi

Claude Code skill implementing Manus-style persistent markdown planning — the workflow pattern behind the $2B acquisition.

Context engineering best practices; an open-source implementation of Manus mode.

9.3k8113 days ago