Comparison
Agent Reach vs Hello Retail
Agent Reach has more GitHub stars (98,138 vs 0). Agent Reach was updated more recently (last commit 3d 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
Hello Retail
Set up and tune ecommerce Search, Recommendations, Pages, Email, Product Agents and Analytics.
$
claude mcp add --transport http hello-retail https://core.helloretail.com/mcp| Metric | Agent Reach | Hello Retail |
|---|---|---|
| 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 | 3d ago | n/a |
| Created | Feb 2026 | n/a |
| Categories | AI & LLM tooling, Chat & social, Search & web | Search & web, Productivity, Data & analytics |