SurfacedBy AI Visibility & GEO Audit vs Mapbox

SurfacedBy AI Visibility & GEO Audit lists no tools and runs remotely and Mapbox lists no tools and runs remotely.

FactSurfacedBy AI Visibility & GEO Auditcom.surfacedby/ai-visibilityMapboxio.github.mapbox/mcp-server
ScoreNot checked yetNot checked yet
StatusNot checked yetNot checked yet
Tools00
Can write dataNo tools listedNo tools listed
RunsRemoteRemote
Needs first––
LicenceNot statedMIT
Latest version1.0.10.17.0
Known advisoriesNot checked yet0
Works inClaude 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 CLIClaude 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 weekNot known1,553
InstallInstall SurfacedBy AI Visibility & GEO AuditInstall Mapbox

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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