Comparison
Agent Reach vs Specularis AI Visibility Audit
Agent Reach has more GitHub stars (98,138 vs 0). Agent Reach was updated more recently (last commit 5d ago). Data comes straight from GitHub and refreshes daily.
Agent Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
$
git clone https://github.com/Panniantong/Agent-Reach
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| Metric | Agent Reach | Specularis AI Visibility Audit |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 98,138 | 0 |
| Stars, last 7 days | +412 | n/a |
| Forks | 8,613 | 0 |
| Upvotes | 0 | 0 |
| Language | Python | n/a |
| License | MIT | n/a |
| Last commit | 5d ago | n/a |
| Created | Feb 2026 | n/a |
| Categories | AI & LLM tooling, Chat & social, Search & web | Search & web, Security |