Awesome MCPAgent Platforms

intellectronica/skillz

⭐ 401 Python added to this list on 2025-12-15 repository created 2025-10-18

Skillz is an MCP (Model Context Protocol) server designed to enable the use of Claude-style skills across various AI agents such as Codex, Copilot, and Cursor. It acts as a shim for non-Claude clients, allowing them to load and execute skills defined in a standardized format. These skills are typically authored with a `SKILL.md` file containing YAML front matter that describes the skill, along with optional resources like scripts, datasets, or examples. Skillz discovers these skills in a specified directory, exposing their instructions and resources to the MCP client, and can run bundled helper scripts to extend functionality. The project supports flexible skill organization, allowing skills to be stored in nested directories or packaged as `.zip` or `.skill` archives, which is an enhancement over Claude Code's flat directory requirement. This flexibility facilitates better management and sharing of skills. Skillz can be run directly or within Docker containers for isolation and security, which is important given the experimental and potentially unsafe nature of running untrusted code. The project also provides a Gemini CLI extension to integrate these skills into the Gemini command-line interface. Skillz is experimental and users are cautioned to treat skills as untrusted code, running them in sandboxes or containers to mitigate risks. The project includes a CLI with options to specify the skills directory, transport protocols, host and port settings, and logging preferences. It also offers a command to list all discovered skills, aiding in management and verification before connecting to an agent. Overall, Skillz facilitates the integration and execution of diverse AI skills in a standardized way across multiple agents, enhancing their capabilities by leveraging a shared protocol and skill format. It is a valuable tool for developers looking to extend AI agent functionality with modular, reusable skills.

https://github.com/intellectronica/skillz

agentaiai-agentsclaude-style-skillsdockerexperimentalfastmcp-transportgemini-cli-extensionmcpmcp-serversandboxingskill-directoryskill-discoveryskill-executionskill-loadingskill-managementskill-packagingskill-resourcesskillsuntrusted-code

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