"Ring" matching MCP servers:

Enables AI assistants to securely operate on a local workstation through MCP by exposing file, shell, and workspace management tools.

Provides LLM-optimized tools for advanced code analysis, repository complexity evaluation, and call graph generation. It enables users to visualize directory structures, detect code patterns, and build semantic context with significant token savings.

A Node.js MCP server that gives Claude Code direct access to file operations, database queries, PHP execution, SFTP deployment, and over 60 specialized tools for development and debugging.