Compare two AI tools side by side
Put any two skills or MCP servers next to each other: risk grade, what each can access, how popular it is, and how to install it.
| What | claude-seo | open-seo-mcp-skills |
|---|---|---|
| Risk grade | BB · Some risk signals Based on public adoption and transparency signals as of Oct 21, 2026. Our opinion, not a code audit or security guarantee. | BB · Some risk signals Based on public adoption and transparency signals as of Oct 16, 2026. Our opinion, not a code audit or security guarantee. |
| Type | AI agent skill | AI agent skill |
| Est. context load | ~105 tokens idle · ~450 tokens when active (on-demand skill) | ~87 tokens idle · ~450 tokens when active (on-demand skill) |
| GitHub stars | 24.2k | 8.2k |
| Weekly npm downloads | — | — |
| Local files | Reads & writes local folders | No local folder access noted |
| Command execution | Runs shell or system commands | No shell command runner noted |
| Network reach | Connects to outside service API | Connects to outside service API |
| Credentials | No API token required | Requires API key or token |
| Package source | GitHub (AgriciDaniel/claude-seo) | GitHub (Ryze-AI-Adgent/open-seo-mcp-skills) |
| Install command | Source repo only | Source repo only |
| Bottom line | claude-seo reads local files; restrict its folder reach, network access, and credentials before installing. | open-seo-mcp-skills (agent skill) requires careful permission scoping — credential scope creep: OAuth tokens to GSC, GA4, and Ads grant broad read/write access; confirm the MCP server requests minimal necessary scopes only. |
Based on public adoption and transparency signals as of Oct 29, 2026. Our opinion, not a code audit or security guarantee.
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