Comparison
Specularis AI Visibility Audit vs Worldmonitor
Worldmonitor has more GitHub stars (88,567 vs 0). Worldmonitor was updated more recently (last commit 4d ago). Data comes straight from GitHub and refreshes daily.
Specularis AI Visibility Audit
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
$
claude mcp add --transport http specularis-ai-visibility-audit https://specularis-mcp-audit-production.up.railway.app/mcp
Worldmonitor
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
$
npx worldmonitor tools| Metric | Specularis AI Visibility Audit | Worldmonitor |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 0 | 88,567 |
| Stars, last 7 days | n/a | +62 |
| Forks | 0 | 13,560 |
| Upvotes | 0 | 0 |
| Language | n/a | TypeScript |
| License | n/a | AGPL-3.0 |
| Last commit | n/a | 4d ago |
| Created | n/a | Jan 2026 |
| Categories | Search & web, Security | Data & analytics, Security, AI & LLM tooling |