mapbox

Why this score

Popularity score: 70/100 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 Oct 22, 2026 at commit f71cd72b8d89, 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.
• Runs shell commands Common for dev tools. Read the commands it runs.demos/android-demo/gradlew:199, skills/mapbox-mcp-runtime-patterns/AGENTS.md:72, skills/mapbox-mcp-runtime-patterns/references/pydantic-ai.md:70 and 1 more
• Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.scripts/eval.js:547
• Makes network requestsskills/mapbox-mcp-runtime-patterns/references/crewai.md:32, skills/mapbox-mcp-runtime-patterns/references/smolagents.md:29
• Includes scripts in hidden folders Folders starting with a dot are easy to miss when you read a repo..githooks/pre-push

Web addresses in its code:

• api.mapbox.comskills/mapbox-search-integration/references/nodejs-search.md:76

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.