Comparison
Agent Reach vs Shelfclub
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
Shelfclub
Search a catalog of 1.7 million books and find books by mood, vibe, pace or genre. Read-only.
$
claude mcp add --transport http shelfclub https://mcp.shelfclub.app/mcp| Metric | Agent Reach | Shelfclub |
|---|---|---|
| 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 |