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 | shellway | gemini-mcp-tool |
|---|---|---|
| Risk grade | FF · Many risk signals Based on public adoption and transparency signals as of Oct 19, 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 | App connector | App connector |
| Est. context load | ~850 tokens / turn (~5 tool schemas, 0.43% of 200k context) | ~900 tokens / turn (~5 tool schemas, 0.45% of 200k context) |
| GitHub stars | — | 2.3k |
| Weekly npm downloads | 36 | 7.5k |
| Local files | No local folder access noted | No local folder access noted |
| Command execution | No shell command runner noted | Runs shell or system commands |
| Network reach | Local or standard API calls | Local or standard API calls |
| Credentials | No API token required | Requires API key or token |
| Package source | npm (shellway) | npm (gemini-mcp-tool) |
| Install command | npx -y shellway | npx -y gemini-mcp-tool |
| Bottom line | Signal-based grade (0/7 points): no public source code found. This reflects adoption and transparency, not a code review. | gemini-mcp-tool (MCP server) requires careful permission scoping — aPI credential exposure: Requires Google Gemini API key; if stored in environment variables or config files, mishandled credentials could enable unauthorized Gemini API usage and associated billing. |
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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