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 | agent-toolkit | aicode-toolkit |
|---|---|---|
| Risk grade | BB · Some risk signals Based on public adoption and transparency signals as of Oct 23, 2026. Our opinion, not a code audit or security guarantee. | CC · Moderate risk signals Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee. |
| Type | App connector | App connector |
| Est. context load | ~2.5k tokens / turn (~14 tool schemas, 1.23% of 200k context) | ~500 tokens / turn (~3 tool schemas, 0.25% of 200k context) |
| GitHub stars | 2k | 161 |
| Weekly npm downloads | — | 156 |
| Local files | No local folder access noted | No local folder access noted |
| Command execution | Runs shell or system commands | Runs shell or system commands |
| Network reach | Connects to outside service API | Connects to outside service API |
| Credentials | Requires API key or token | No API token required |
| Package source | GitHub (stripe/agent-toolkit) | npm (@agiflowai/scaffold-mcp) |
| Install command | Source repo only | npx -y @agiflowai/scaffold-mcp |
| Bottom line | agent-toolkit connects to external service APIs; restrict its folder reach, network access, and credentials before installing. | aicode-toolkit is distributed via npm (@agiflowai/scaffold-mcp); review its source code, dependencies, and requested permissions before use. |
Based on public adoption and transparency signals as of Oct 28, 2026. Our opinion, not a code audit or security guarantee.
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