Side-by-side comparison of two Model Context Protocol servers — install paths, tools, quality signals, and directory engagement so you can pick the right one for Claude, Cursor, and other MCP clients.
Security-hardened MCP server for Linux system administration via 189 typed actions instead of shell strings, with an Ed25519-signed hash-chain audit log, one-time TTL approval receipts, and automatic rollback. Works with Claude Code, Cursor, and Codex CLI.
Local-first CLI and MCP wrapper for AI coding agents. Routes shell commands through sage run --, stores command history locally, and returns compressed terminal output to reduce context noise.
Quality signal
44/100 (Fair)
52/100 (Fair)
Install path
npx · high
npx · high
Engagement
0 0 0 5
2 0 0 10
Tools
Not listed yet
Runs commands and returns compressed terminal output summariesKeeps full raw output and command history locallySupports shortcuts for common commands (e.g., pytest, npm test, git status)Tracks token savings and command success metricsOptional cloud mode for sending aggregate proof metricsCompatible with multiple AI coding agents and CI scripts
