meta_skill

The meta_skill server is a local-first skill management platform designed specifically for AI coding agents. It leverages dual persistence methods using SQLite and Git to ensure reliable data management, while also offering powerful capabilities like semantic search and bandit-optimized suggestions. Developers can utilize this MCP server to enhance the performance of their AI agents through effective skill management and intelligent querying.

Once connected to the meta_skill server, you can interact with it by sending commands that manage skills, execute semantic searches, or retrieve bandit-optimized suggestions. You can issue queries that focus on specific coding tasks or skill retrieval, making it easy to enhance your AI agent's capabilities. The server is optimized to handle diverse requests, allowing you to efficiently manage and deploy coding skills.

To install the meta_skill server, ensure you have the following prerequisites:

• Node.js (version 14 or higher recommended)
• A compatible version of Python (for potential extensions)

Option A: Quick start with npx

You can quickly start the server using npx:

npx -y meta_skill

Option B: Global install alternative

Alternatively, you can install the server globally:

npm install -g meta_skill

After installation, you can start the server with:

meta_skill start

For optimal performance, consider configuring environment variables for database paths and Git repositories to ensure smooth operation. Additionally, be mindful that large datasets may affect the semantic search speed; thus, indexing your data can significantly enhance performance. Always ensure that your SQLite database is properly initialized before making any queries.