Comparison
Agent Reach vs CloudXray AI FinOps Directory
Agent Reach has more GitHub stars (98,138 vs 0). Agent Reach was updated more recently (last commit 6d 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
CloudXray AI FinOps Directory
Search and compare 290+ FinOps and cloud cost vendors from the CloudXray AI directory.
$
claude mcp add --transport http cloudxray-ai-finops-directory https://cloudxray.ai/mcp| Metric | Agent Reach | CloudXray AI FinOps Directory |
|---|---|---|
| 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 | 6d ago | n/a |
| Created | Feb 2026 | n/a |
| Categories | AI & LLM tooling, Chat & social, Search & web | Search & web |