Comparison
MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) vs Open Seo
Open Seo has more GitHub stars (23,838 vs 0). Open Seo was updated more recently (last commit 1w ago). Data comes straight from GitHub and refreshes daily.
MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior)
Security research: MCP registries verify identity, not tool behavior. See gtfo.dev.
$
claude mcp add --transport http mcp-kill-chain-research-stage- https://ailm.gtfo.dev/mcpOpen Seo
Open source alternative to Semrush and Ahrefs
$
npx skills add every-app/open-seo --skill simple-issue-description| Metric | MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) | Open Seo |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 0 | 23,838 |
| Stars, last 7 days | n/a | +104 |
| Forks | 0 | 3,178 |
| Upvotes | 0 | 0 |
| Language | n/a | TypeScript |
| License | n/a | MIT |
| Last commit | n/a | 1w ago |
| Created | n/a | Feb 2026 |
| Categories | Security | Search & web, Security, AI & LLM tooling |