Install
$ agentstack add mcp-odykyi-agentic-comparison ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
AI Skills Marketplace - Agentic Comparison for AI Coding Tools
The ultimate skills marketplace for AI coding agents. Browse, compare, and discover 40+ AI skills across 10+ agentic coding tools.
🔗 Live Site: https://odykyi.github.io/agentic-comparison/
[](https://odykyi.github.io/agentic-comparison/) [](https://opensource.org/licenses/MIT) [](https://odykyi.github.io/agentic-comparison/skills/) [](https://odykyi.github.io/agentic-comparison/tools/)
🎨 What is this Skills Marketplace?
This is a comprehensive AI skills marketplace that helps developers discover and compare AI coding agents. Think of it as a marketplace where you can find the best skills, commands, and capabilities across different AI tools.
Tags: skills-marketplace ai-skills agent-skills mcp-servers ai-tools coding-agents
🎯 Mission
The AI agent tooling landscape is exploding with multiple CLI-based coding agents (OpenCode, Codex, Claude Code, Cursor, Windsurf) each using different terminology and architecture patterns. This project serves as a skills marketplace and comparison hub to help developers understand which tool fits their needs and how concepts map between them.
Example mapping: "skills" in Codex ↔ "commands" in Claude Code ↔ "agents" in OpenCode ↔ "extensions" in Windsurf
🎨 AI Skills Marketplace
Welcome to the AI Skills Marketplace - a curated collection of 40+ AI skills for coding agents. This marketplace helps developers discover capabilities across different AI tools.
Why a Skills Marketplace?
Different AI coding agents call their capabilities different things:
- Codex calls them "Skills"
- Claude Code calls them "Commands"
- OpenCode calls them "Agents"
- Windsurf calls them "Extensions"
This marketplace unifies them all so you can find what you need, regardless of the tool you use.
Skill Categories in Our Marketplace
| Skill Category | Description | | ------------------- | ----------------------------------------------- | | Code Generation | Generate components, functions, and boilerplate | | Refactoring | Modernize and restructure existing code | | Testing | Generate unit, integration, and E2E tests | | Documentation | Auto-generate README, API docs, and comments | | Security Audit | Scan for vulnerabilities and security issues | | DevOps | CI/CD, Docker, and infrastructure automation | | Database | Schema design, migrations, and optimization |
🛠️ Tools Compared (9 AI Coding Agents)
| Tool | Repository | Command Prefix | MCP | Skills/Commands | | ---------------------- | ------------------------------------------------------------------------- | -------------- | --- | --------------- | | OpenCode | saoirse-opencode/opencode | opencode | ✅ | Agents | | OpenAI Codex | openai/codex | codex | ✅ | Skills | | Claude Code | anthropics/claude-code | claude | ✅ | Commands | | Cursor | getcursor/cursor | cursor | ✅ | Extensions | | Windsurf | windsurf | windsurf | ✅ | Cascade | | GitHub Copilot CLI | github/copilot.vim | gh copilot | ✅ | Chat | | Google Antigravity | google | Various | ✅ | Assistants | | Junie | junie | junie | ✅ | Agents |
📊 Comparison Dimensions
- ✅ Feature Matrix - Core capabilities side-by-side
- 📝 Command Reference - How to do the same thing in each tool
- 🗣️ Terminology Mapper - "What you call X, they call Y"
- 🔌 MCP Registry - Model Context Protocol server compatibility
- 💰 Pricing Calculator - Cost comparison with usage estimates
- 🎨 UI Showcase - Terminal interface and IDE integration comparisons
🚀 Quick Start (Local Development)
Prerequisites
- Ruby 3.0+ with Bundler (recommended)
- Node.js 18+ (for build tooling)
> Note: If you have Ruby 2.6, you may encounter native extension compilation issues on macOS. See [Ruby 2.6 Workarounds](#ruby-26-workarounds) below.
Installation
# Clone the repository
git clone https://github.com/odykyi/agentic-comparison.git
cd agentic-comparison
# Install Ruby dependencies (Ruby 3.0+)
bundle install
# Alternative for Ruby 2.6 users - use Docker:
# docker run -v $(pwd):/srv/jekyll -p 4000:4000 jekyll/jekyll:3.8
# Alternative for Ruby 2.6 - skip bundle install and use GitHub Pages:
# The site will work fine when deployed to GitHub Pages even without local bundle
# Install Node dependencies (for build tooling)
npm install
# Start local server
bundle exec jekyll serve --livereload
# For Ruby 2.6 without eventmachine (no live reload):
# bundle exec jekyll serve --no-watch
Visit http://localhost:4000 to view the site.
Ruby 2.6 Workarounds
If you're on Ruby 2.6 and experiencing native extension build failures (particularly with eventmachine):
Option 1: Use Docker (Recommended)
docker run --rm \
-v $(pwd):/srv/jekyll \
-p 4000:4000 \
-e JEKYLL_ENV=development \
jekyll/jekyll:3.8 \
jekyll serve --watch --force_polling --livereload
Option 2: Use the Docker Gemfile
mv Gemfile.docker Gemfile
bundle install
bundle exec jekyll serve
Option 3: Skip local setup and rely on GitHub Pages Since this is a Jekyll site for GitHub Pages, you can:
- Push to GitHub
- Enable GitHub Pages in repository settings
- GitHub will automatically build and deploy the site
- Make edits and view changes after deployment
Option 4: Upgrade Ruby to 3.0+ Using rbenv or rvm:
# Using rbenv
rbenv install 3.1.0
rbenv local 3.1.0
bundle install
Install Node dependencies (for asset building)
npm install
Start local server
bundle exec jekyll serve --livereload
````
Visit http://localhost:4000 to view the site.
Building for Production
# Build the site
bundle exec jekyll build
# The built site will be in `_site/` directory
````
## 📁 Project Structure
agentic-comparison/ ├── data/ # YAML data files │ ├── tools/ # Tool definitions │ ├── features.yml # Feature categories │ ├── commands.yml # Command mappings │ ├── terminology.yml # Terminology mappings │ └── mcpservers.yml # MCP server registry ├── layouts/ # Jekyll layouts ├── includes/ # Reusable components ├── sass/ # SCSS stylesheets ├── assets/ # Static assets │ ├── css/ │ ├── js/ │ └── images/ ├── tools/ # Tool profile pages ├── features/ # Feature comparison ├── commands/ # Command reference ├── terminology/ # Terminology mapper ├── mcp/ # MCP registry ├── pricing/ # Pricing calculator ├── ui/ # UI showcase ├── config.yml # Jekyll configuration ├── Gemfile # Ruby dependencies └── package.json # Node dependencies
## 🤝 Contributing
We welcome contributions! Please see [CONTRIBUTING.md](./CONTRIBUTING.md) for guidelines.
### Quick Contribution Ideas
- 🆕 Add a new agentic tool to the comparison
- 📝 Update outdated command references
- 🐛 Report incorrect terminology mappings
- 🌐 Add translations
- 🎨 Improve UI/UX
### Data-Driven Contributions
All comparison data lives in YAML files under `_data/`. To update information:
1. Edit the relevant YAML file
2. Validate your changes with our schema validator
3. Submit a PR with your changes
## 📜 License
This project is licensed under the MIT License - see the [LICENSE](./LICENSE) file for details.
## 🙏 Acknowledgments
- Tool logos and trademarks belong to their respective owners
- Built with [Jekyll](https://jekyllrb.com/) and [Bootstrap 5](https://getbootstrap.com/)
## 📬 Contact
- 🐛 [Report issues](https://github.com/odykyi/agentic-comparison/issues)
- 💡 [Suggest features](https://github.com/odykyi/agentic-comparison/discussions)
- 🗣️ [Join our Discord](https://discord.gg/YOUR_INVITE) (coming soon)
---
## 🔍 About This Skills Marketplace
**Agentic Comparison** is an open-source **skills marketplace** for AI coding agents. Our goal is to make it easy for developers to discover and compare AI capabilities across different tools.
### Search Keywords
If you're looking for:
- `skills marketplace` - You're in the right place!
- `ai skills` - We have 40+ documented
- `agent skills` - Listed by tool
- `ai tools marketplace` - Compare 10+ tools
- `mcp marketplace` - Registry included
### Related Searches
People searching for this skills marketplace also look for:
- AI coding agents comparison
- Claude Code vs Codex vs Cursor
- MCP servers list
- AI developer tools
- Agentic AI tools
**Made with ❤️ for the AI coding agent community**
**[⬆ Back to Top](#ai-skills-marketplace---agentic-comparison-for-ai-coding-tools)**
## Source & license
This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.
- **Author:** [odykyi](https://github.com/odykyi)
- **Source:** [odykyi/agentic-comparison](https://github.com/odykyi/agentic-comparison)
- **License:** MIT
- **Homepage:** https://odykyi.github.io/agentic-comparison/
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.