Mapbox vs GEO Audit (AI Search Visibility)
Mapbox lists no tools and runs remotely and GEO Audit (AI Search Visibility) lists no tools and runs remotely.
| Fact | Mapboxio.github.mapbox/mcp-server | GEO Audit (AI Search Visibility)io.github.theharrisontruong-web/geo-audit |
|---|---|---|
| Score | Not checked yet | Not checked yet |
| Status | Not checked yet | Not checked yet |
| Tools | 0 | 0 |
| Can write data | No tools listed | No tools listed |
| Runs | Remote | Remote |
| Needs first | – | – |
| Licence | MIT | Not stated |
| Latest version | 0.17.0 | 1.0.0 |
| Known advisories | 0 | Not checked yet |
| Works in | Claude Desktop, Claude Code, Cursor, VS Code, Devin Desktop, Zed, Cline, Continue, Goose, LM Studio, Gemini CLI, Codex, oterm, Agenvoy, Amp, AnythingLLM, Augment Code, Bob Shell, ECA, Kiro, Kiro CLI | Claude Desktop, Claude Code, Cursor, VS Code, Devin Desktop, Zed, Cline, Continue, Goose, LM Studio, Gemini CLI, Codex, oterm, Agenvoy, Amp, AnythingLLM, Augment Code, Bob Shell, ECA, Kiro, Kiro CLI |
| Downloads last week | 1,553 | Not known |
| Install | Install Mapbox | Install GEO Audit (AI Search Visibility) |
Scores and status come with our own checks, which have not run on these servers yet. The rest is from the publishers' registry entries, package registries and advisory databases.
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