Codeman

Why this score

Installs in real projects: we can't search for this one (it has no fixed package name or address), so it's scored as a typical MCP server.

Popularity score: 68/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Nov 4, 2026 at the npm package aicodeman@1.47.0, with Cisco's open-source skill-scanner.

What its code does:

• Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.skills/codeman/preamble.sh:27
• Runs shell commands Common for dev tools. Read the commands it runs.README.md:1, scripts/fix-node-pty.mjs:28, scripts/postinstall.js:8 and 24 more

Web addresses in its code:

• claude.aiscripts/postinstall.js:234

These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Nothing from another maker does quite the same job yet. See everything for Docker.