Skills-ContextManager

Đừng làm ô nhiễm ngữ cảnh của tác nhân AI với 1.000 kỹ năng. Sử dụng Skills-ContextManager, một giao diện web tự lưu trữ để quản lý kỹ năng và quy trình làm việc AI bằng cách cung cấp kỹ năng cho tác nhân AI qua MCP chỉ khi cần. Chỉ cần thêm kỹ năng vào thư viện và bật hoặc tắt chúng bằng một nút gạt. Chọn xem một kỹ năng luôn được tải vào ngữ cảnh hay được kích hoạt động khi tác nhân AI xác định cần thiết.

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Tài liệu

Skill-ContextManager & MCP Server

GitHub

A self-hosted web application for managing AI skills, workflows, and contexts with full MCP (Model Context Protocol) integration. Organize, manage, and dynamically load specialized knowledge bases into any AI Agent just by toggling your Skills On/Off in simple local hosted WEB UI.

Screenshot

Features

Web Application

  • Skill & Workflow Management: Create, edit, delete, and organize skills and workflows
  • Multi-Hub Support: Create isolated workspaces with separate skills/contexts
  • Context Cells: Organize skills/workflows into logical groups with enable/disable toggles
  • Dual Mode: Choose Always-loaded (auto-loaded) or Dynamic (on-demand) skills by on/off toggle
  • File Editor: Built-in editor with file tree, create/delete files & folders
  • Import Sources:
    • 📂 Folder: Upload from local filesystem
    • 🐙 GitHub: Clone from GitHub repositories
    • Skills.sh: Import from Skills.sh registry
  • AI Description Generation: Auto-generate skill descriptions using AI APIs
  • Secure API Key Storage: API keys stored with file mode 0600 (owner-only)
  • Settings Profiles: Save and load configuration presets
  • Search & Filter: Smart search, sort, favorites, active/inactive filters
  • Token Counting: Track context size in tokens
  • Drag & Drop: Move skills/workflows to contexts

MCP Server

  • 3 Essential Tools for AI Agents:
    • get_default_skills() - Load skills with mode "always_loaded"
    • list_available_skills() - List all enabled skills with modes
    • load_full_skill_context(name) - Load dynamic skill on-demand
  • Hub-Aware: Works with active hub from multiple workspaces
  • Mode Support: "always_loaded" vs "dynamic" skill loading
  • Type Support: Both Skills and Workflows

Quick Start

# Clone the repository
git clone https://github.com/One-Man-Company/Skills-ContextManager.git
cd Skills-ContextManager

# Make setup script executable and run it
chmod +x setup.sh
./setup.sh

# Start web application
cd Skill-ContextManager && npm start

Access: http://localhost:3000

MCP configuration saved to mcp_settings.json - add this to your AI Agent's MCP settings.

⚠️ Important: Copy the content of MCP_instructions.md to your AI Agent's System prompt or rules configuration.

MCP Configuration

The setup.sh script generates mcp_settings.json with correct paths. Add it to your AI Agent's MCP settings file:

{
  "Skills-ContextManager": {
    "command": "/absolute/path/Skills-MCP/.venv/bin/python3",
    "args": ["-u", "/absolute/path/Skills-MCP/mcp_server.py"],
    "env": {}
  }
}

MCP Tools

AI Agents need only these 3 tools. Usage details are in MCP_instructions.md (system prompt):

ToolDescription
get_default_skills()Load all skills with mode "always_loaded" into context
list_available_skills()List all enabled skills with descriptions and modes
load_full_skill_context(name)Load a specific skill on-demand (for mode "dynamic")

mcpservers.org Submission

FieldValue
NameSkills-ContextManager
DescriptionWeb UI for managing AI skills with MCP integration
Repositoryhttps://github.com/One-Man-Company/Skills-ContextManager
Command[path]/Skills-MCP/.venv/bin/python3
Args-u [path]/Skills-MCP/mcp_server.py

Included Skills & Workflows

The repository includes starter content in MySkillsHUB/:

Skills (39): architecture, behavioral-modes, clean-code, code-review-checklist, documentation-templates, frontend-design, game-development, i18n-localization, mobile-design, nextjs-react-expert, nodejs-best-practices, parallel-agents, performance-profiling, python-patterns, seo-fundamentals, server-management, skill-creator, systematic-debugging, ui-ux-pro-max, vulnerability-scanner, webapp-testing, api-patterns, and more.

Workflows (3):

  • best-standard-autonomous-coding
  • elite-cognitive-operator-system
  • plan-mode

All content is automatically copied to your library on first setup.

License

MIT License


Created: February 2026