Comparison
Agent Reach vs AirShelf Catalog
Agent Reach has more GitHub stars (98,138 vs 0). Agent Reach was updated more recently (last commit 4d 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
AirShelf Catalog
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.
$
claude mcp add --transport http airshelf-catalog https://mcp.airshelf.ai/mcp| Metric | Agent Reach | AirShelf Catalog |
|---|---|---|
| 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 | 4d ago | n/a |
| Created | Feb 2026 | n/a |
| Categories | AI & LLM tooling, Chat & social, Search & web | Search & web |