Find dead code, secrets, and exploitable flows in Python, TypeScript, and Go.
Best for Cleaning up legacy codebases by identifying and removing unused functions.
Skylos: Dead Code and Security PR Gate for Modern Codebases Find dead code, secrets, and exploitable flows in Python, TypeScript, and Go. Add a pull request gate in minutes.
๐ Website ยท Documentation ยท Blog ยท VS Code Extension.
What it does
- Detects dead code in Python, TypeScript, and Go projects
- Identifies security vulnerabilities like SQLi and hardcoded secrets
- Framework-aware analysis for FastAPI, Django, pytest, and Next.js
- Provides AI-powered analysis and remediation suggestions
- Supports CI/CD integration with quality gates and PR annotations
View Skylos details vs
Read-only Linux system administration and diagnostics on RHEL-based systems.
Best for Troubleshooting service failures on remote RHEL servers without manual SSH access.
A Model Context Protocol (MCP) server for read-only Linux system administration, diagnostics, and troubleshooting on RHEL-based systems.
Read-Only Operations: All tools are strictly read-only for safe diagnostics Remote SSH Execution: Execute commands on remote systems via SSH with key-based authentication Multi-Host Management: Connect to different remote hosts in the same session Comprehensive Diagnostics:โฆ
What it does
- Read-only operations for safe diagnostics
- Remote SSH execution with key-based authentication
- Multi-host management capabilities
- Comprehensive system diagnostics including services and logs
- Optimized for Red Hat Enterprise Linux and systemd
Setup requirements
Requires 3 environment variables: SSH_HOST, SSH_USER, ALLOWED_LOGS. Available via uv and pip.
View Linux MCP Server details Biggest differences
CompareSkylosLinux MCP Server
Best forCleaning up legacy codebases by identifying and removing unused functions.Troubleshooting service failures on remote RHEL servers without manual SSH access.
StandoutDetects dead code in Python, TypeScript, and Go projects.Read-only operations for safe diagnostics.
SetupPip, stdio transport.uv or pip, needs 3 env vars, stdio transport.
Transportstdiostdio
Community344 GitHub stars189 GitHub stars
Bottom line
Pick Skylos if...Cleaning up legacy codebases by identifying and removing unused functions. Detects dead code in Python, TypeScript, and Go projects. Pip, stdio transport.
Pick Linux MCP Server if...Troubleshooting service failures on remote RHEL servers without manual SSH access. Read-only operations for safe diagnostics. uv or pip, needs 3 env vars, stdio transport.
The real split here is workflow fit, not raw counts. Skylos: Cleaning up legacy codebases by identifying and removing unused functions. Linux MCP Server: Troubleshooting service failures on remote RHEL servers without manual SSH access. Public traction is fairly close (344 vs 189 stars).