MCP Skills Server MCP Server
io.github.srprasanna/mcp-skills-server
Dynamically load and serve custom skills from a mounted directory with hot-reload support for Claude and MCP clients.
What is the MCP Skills Server MCP server?
The MCP Skills Server is a Model Context Protocol server that discovers, loads, and exposes skills from a mounted directory with automatic hot-reloading. It enforces a strict folder structure where each skill is defined in its own directory with a SKILL.md file, enabling dynamic skill management without server restarts.
This server lets you organize custom skills in a directory structure and automatically expose them to Claude and other MCP clients. Each skill is a folder containing a SKILL.md file with YAML frontmatter and Markdown content. The server detects changes to skill files and reloads them in real time, making it ideal for iterative skill development and production deployments via Docker.
How to install MCP Skills Server
Copy-paste configuration for popular MCP clients.
MCP_SKILLS_DIRRoot directory containing skill folders
MCP_SKILLS_HOT_RELOADEnable automatic reloading when SKILL.md files change
MCP_SKILLS_LOG_LEVELLogging verbosity: DEBUG, INFO, WARNING, ERROR, CRITICAL
Tools & capabilities
Tools this server exposes to the agent.
search_skills— Search for skills by query, category, tag, or complexity level.reload_skills— Manually trigger a reload of all skills from the directory.get_skill_info— Get metadata for a specific skill without loading full content.list_skill_folders— List all valid skill folders found in the skills directory.
Use cases
- Organize and version-control reusable Claude skills in a Git repository
- Develop skills iteratively with hot-reload feedback without restarting the server
- Create a searchable catalog of skills by category, tag, and complexity for team use
- Deploy custom skills to Claude Desktop or other MCP clients via Docker
- Manage dependencies and examples for each skill in a standardized folder structure
MCP Skills Server MCP server FAQ
It's an MCP server that loads skills from a mounted directory and exposes them to Claude. Each skill is a folder containing a SKILL.md file with metadata and content. The server supports hot-reloading, so changes are detected automatically.
Yes, the MCP Skills Server is open source under the MIT License and free to use.
Add it to your claude_desktop_config.json with a Docker or Poetry command that mounts your skills directory. For Docker: use `docker run -v ${HOME}/claude-skills:/skills:ro mcp-skill-hub`. For Poetry: set MCP_SKILLS_DIR and run `poetry run mcp-skills`.
Each skill must be in its own dedicated folder with a SKILL.md file inside. For example: `/skills/my-skill/SKILL.md`. Loose SKILL.md files or hidden folders (starting with . or _) are ignored.
No, the MCP Skills Server does not require authentication. It reads skills from a local mounted directory.
Yes, Docker is the recommended deployment method. Use `docker run -v /path/to/skills:/skills:ro mcp-skill-hub` to run it. A docker-compose.yml is also provided for easier setup.
README (reference)
Source of truth, from the repository.
MCP Skills Server
A production-ready Model Context Protocol (MCP) server that dynamically loads and exposes skills from a mounted volume with hot-reloading support.
📦 Available on MCP Registry - Install with one command!
Features
- Dynamic Skill Loading: Automatically discovers and loads skills from a directory
- Hot-Reloading: Detects changes to SKILL.md files and reloads without restart
- Folder Structure Validation: Enforces best practices with clear error messages
- MCP Protocol Compliant: Full implementation of resources and tools
- Production Ready: Comprehensive error handling, logging, and validation
- Docker Support: Run in containers with volume mounting
- Type Safe: Full type hints using Python 3.13 features
- Well Tested: >80% code coverage with comprehensive test suite
Table of Contents
- Skills Directory Structure
- Quick Start
- Installation
- Usage
- Configuration
- Skill File Format
- MCP Resources and Tools
- Development
- Troubleshooting
- Contributing
- License
Skills Directory Structure
CRITICAL REQUIREMENT: Each skill MUST be in its own dedicated folder within the skills directory. The server will ONLY recognize skills that follow this structure.
✅ Valid Structure
your-skills-directory/
├── skill-one/
│ └── SKILL.md ← Required
├── skill-two/
│ ├── SKILL.md ← Required
│ └── examples/ ← Optional
│ └── example.py
└── skill-three/
├── SKILL.md
├── examples/
│ └── demo.py
└── templates/
└── template.txt
❌ Invalid Structures (Will Be Ignored)
your-skills-directory/
├── SKILL.md ❌ Not in a folder - WILL BE SKIPPED
├── random-file.txt ❌ Not a skill folder
├── .hidden-folder/ ❌ Hidden folder - WILL BE SKIPPED
│ └── SKILL.md
└── __pycache__/ ❌ System folder - WILL BE SKIPPED
└── SKILL.md
Folder Naming Conventions
Valid folder names:
- Lowercase with hyphens:
my-skill-name - Lowercase with underscores:
excel_advanced - Alphanumeric:
skill-name-v2
Invalid (will be skipped):
- Hidden folders starting with
. - Private folders starting with
_ - System folders:
__pycache__,node_modules,.git, etc.
Quick Start
Using Docker (Recommended)
- Create your skills directory:
mkdir -p ~/claude-skills/my-first-skill
- Create a skill file:
cat > ~/claude-skills/my-first-skill/SKILL.md << 'EOF'
---
name: "my-first-skill"
description: "My first Claude skill"
---
# My First Skill
This is my first skill for Claude!
## Usage
Simply describe what your skill does here.
EOF
- Run the server:
docker run -i --rm \
-v ~/claude-skills:/skills:ro \
mcp-skill-hub
Using Poetry (Development)
- Clone and install:
git clone https://github.com/srprasanna/mcp-skill-hub.git
cd mcp-skill-hub
poetry install
- Create your skills directory:
mkdir -p ~/claude-skills/my-first-skill
# Create SKILL.md as shown above
- Run the server:
export MCP_SKILLS_DIR=~/claude-skills
poetry run mcp-skills
Installation
Prerequisites
- Python 3.13+ (for development)
- Poetry 1.7+ (for dependency management)
- Docker (optional, for containerized deployment)
Install with Poetry
# Clone the repository
git clone https://github.com/srprasanna/mcp-skill-hub.git
cd mcp-skill-hub
# Install dependencies
poetry install
# Verify installation
poetry run mcp-skills --help
Build Docker Image
# Build the image
docker build -t mcp-skill-hub .
# Or use docker-compose
docker-compose build
Usage
Running Locally
# Set the skills directory
export MCP_SKILLS_DIR=/path/to/your/skills
# Run the server
poetry run mcp-skills
Running with Docker
docker run -i --rm \
-v /path/to/your/skills:/skills:ro \
-e MCP_SKILLS_LOG_LEVEL=INFO \
mcp-skill-hub
Running with Docker Compose
# Edit docker-compose.yml to set your skills directory path
docker-compose up mcp-skills
Integrating with Claude Desktop
Add to your Claude Desktop configuration (claude_desktop_config.json):
{
"mcpServers": {
"skills": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-v",
"${HOME}/claude-skills:/skills:ro",
"mcp-skill-hub"
]
}
}
}
Or using Poetry:
{
"mcpServers": {
"skills": {
"command": "poetry",
"args": ["run", "mcp-skills"],
"cwd": "/path/to/mcp-skill-hub",
"env": {
"MCP_SKILLS_DIR": "/path/to/your/skills"
}
}
}
}
Important: Make sure your ${HOME}/claude-skills directory contains skill folders, not loose SKILL.md files!
Configuration
Configuration is done via environment variables with the prefix MCP_SKILLS_:
| Variable | Default | Description |
|---|---|---|
MCP_SKILLS_DIR | /skills | Root directory containing skill folders |
MCP_SKILLS_HOT_RELOAD | true | Enable automatic reloading |
MCP_SKILLS_DEBOUNCE_DELAY | 0.5 | Delay (seconds) before reload |
MCP_SKILLS_LOG_LEVEL | INFO | Log level (DEBUG, INFO, WARNING, ERROR) |
MCP_SKILLS_SCAN_DEPTH | 1 | Scan depth (always 1) |
Example .env File
MCP_SKILLS_DIR=/path/to/skills
MCP_SKILLS_HOT_RELOAD=true
MCP_SKILLS_DEBOUNCE_DELAY=0.5
MCP_SKILLS_LOG_LEVEL=INFO
Skill File Format
Skills are defined in SKILL.md files with YAML frontmatter:
Minimal Example
---
name: "my-skill"
description: "Brief description"
---
# My Skill
Your skill content here in Markdown.
Complete Example
---
# Required fields
name: "excel-advanced"
description: "Advanced Excel automation techniques"
# Version and authorship
version: "1.2.0"
author: "Your Name"
created: "2025-01-15"
updated: "2025-10-23"
# Dependencies
dependencies:
python: ["openpyxl>=3.0.0", "pandas>=2.0.0"]
system: ["libreoffice"]
# Categorization
category: "office-automation"
tags: ["excel", "spreadsheet", "automation"]
complexity: "intermediate" # beginner|intermediate|advanced
# Usage guidance
when_to_use:
- "Automating Excel report generation"
- "Processing multiple Excel files"
- "Creating complex formulas programmatically"
# Relationships
related_skills: ["csv-processing", "data-analysis"]
# Examples
has_examples: true
example_files: ["examples/report_generator.py", "templates/report_template.xlsx"]
---
# Excel Advanced Automation
This skill covers advanced Excel automation techniques...
## Features
- Automated report generation
- Formula creation
- Bulk processing
## Examples
See `examples/report_generator.py` for a working example.
Available Metadata Fields
Required:
name: Unique identifier (kebab-case recommended)description: Brief description
Optional:
version: Semantic versionauthor: Creator namecreated,updated: ISO dates (YYYY-MM-DD)dependencies: Python packages or system toolscategory: Main category for groupingtags: Array of tags for searchcomplexity: beginner, intermediate, or advancedwhen_to_use: Array of usage scenariosrelated_skills: Names of related skillshas_examples: Boolean flagexample_files: Paths to example files (relative to skill folder)
MCP Resources and Tools
Resources
The server exposes these MCP resources:
skill://catalog- JSON catalog of all skills with metadataskill://{name}- Individual skill markdown content
Tools
Four tools are available for interacting with skills:
1. search_skills
Search for skills by query, category, tag, or complexity.
{
"query": "excel",
"category": "office-automation",
"tag": "automation",
"complexity": "intermediate"
}
2. reload_skills
Manually trigger a reload of all skills from the directory.
{}
3. get_skill_info
Get metadata for a specific skill without loading full content.
{
"name": "excel-advanced"
}
4. list_skill_folders
List all valid skill folders found in the skills directory.
{}
Development
Setup Development Environment
# Clone repository
git clone https://github.com/srprasanna/mcp-skill-hub.git
cd mcp-skill-hub
# Install dependencies (including dev dependencies)
poetry install
# Activate virtual environment
poetry shell
Running Tests
# Run all tests
poetry run pytest
# Run with coverage
poetry run pytest --cov=mcp_skills --cov-report=html
# Run specific test file
poetry run pytest tests/test_scanner.py
# Run with verbose output
poetry run pytest -v
Code Quality
# Format code
poetry run black .
# Lint code
poetry run ruff check .
# Type checking
poetry run mypy src
# Run all quality checks
poetry run black . && poetry run ruff check . && poetry run mypy src
Development Workflow
-
Create a branch:
git checkout -b feature/my-feature -
Make changes and test:
poetry run pytest poetry run mypy src -
Format and lint:
poetry run black . poetry run ruff check . -
Commit and push:
git commit -m "Add feature: description" git push origin feature/my-feature
Project Structure
mcp-skill-hub/
├── src/mcp_skills/ # Source code
│ ├── models/ # Data models
│ ├── parsers/ # Skill parsers
│ ├── storage/ # Repository pattern
│ ├── scanner.py # Directory scanning
│ ├── watcher.py # Hot-reload watcher
│ ├── server.py # MCP server
│ ├── config.py # Configuration
│ └── __main__.py # CLI entry point
├── tests/ # Test suite
├── examples/ # Example skills
├── docs/ # Documentation
└── pyproject.toml # Poetry configuration
Troubleshooting
Common Issues
Skills Not Loading
Problem: No skills are loaded when the server starts.
Solution:
- Check that your skills are in dedicated folders:
/skills/my-skill/SKILL.md ✓ /skills/SKILL.md ✗ - Verify folder names don't start with
.or_ - Check logs for detailed error messages
Hot-Reload Not Working
Problem: Changes to SKILL.md files aren't detected.
Solution:
- Ensure
MCP_SKILLS_HOT_RELOAD=true - Check file is named exactly
SKILL.md - Verify file is in a valid skill folder
- Look for file watcher errors in logs
Parsing Errors
Problem: SKILL.md files fail to parse.
Solution:
- Validate YAML frontmatter syntax
- Ensure frontmatter is between
---delimiters - Check required fields (
name,description) are present - Use a YAML validator to check syntax
Validation Command
Check your skills directory structure:
poetry run mcp-skills --validate
Expected output:
✓ /skills/excel-advanced: Valid skill
✓ /skills/python-automation: Valid skill
✗ /skills/SKILL.md: Error - Skills must be in folders
✗ /skills/.hidden: Skipped - Hidden folder
⚠ /skills/empty-folder: Warning - No SKILL.md found
Summary: 2 valid, 1 error, 1 warning, 1 skipped
Logging
Enable debug logging for detailed information:
export MCP_SKILLS_LOG_LEVEL=DEBUG
poetry run mcp-skills
Logs include:
- Folder structure validation messages
- Scan progress and results
- Parse successes and failures
- Hot-reload events
- Detailed error context
Contributing
Contributions are welcome! Please see CONTRIBUTING.md for guidelines.
Quick Contributing Guide
- Fork the repository
- Create a feature branch
- Make your changes with tests
- Ensure all tests pass and code is formatted
- Submit a pull request
Code Standards
- Python 3.13+ with type hints
- Black for formatting (88 char line length)
- Ruff for linting
- Mypy for type checking (strict mode)
- Pytest for testing (>80% coverage)
Releases
This project uses automated releases via GitHub Actions.
Creating a Release
- Go to Actions → Release workflow
- Click Run workflow
- Choose version bump type:
patch- Bug fixes (0.1.0 → 0.1.1)minor- New features (0.1.0 → 0.2.0)major- Breaking changes (0.1.0 → 1.0.0)- Or specify exact version (e.g.,
1.2.3)
- Select Docker registry (
docker.ioorghcr.io) - Click Run workflow
The workflow will:
- ✅ Bump version in
pyproject.toml - ✅ Create Git tag and GitHub release
- ✅ Build and push Docker image
- ✅ Run tests to verify release
Docker Images:
- Docker Hub:
{username}/mcp-skill-hub:{version} - GitHub:
ghcr.io/{owner}/mcp-skill-hub:{version}
See RELEASING.md for detailed release documentation.
License
This project is licensed under the MIT License - see the LICENSE file for details.
Acknowledgments
- Built with MCP Python SDK
- Inspired by the need for dynamic skill management in Claude
- Thanks to all contributors!
Note: This server makes it impossible to misunderstand the folder structure requirement through:
- Clear error messages with folder context
- Comprehensive logging
- Validation at multiple levels
- Detailed documentation
- Working examples
Each skill MUST be in its own folder. This design decision ensures clean organization, easy management, and unambiguous structure. 🎯
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