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 | cap-evolve | evolver |
|---|---|---|
| Risk grade | 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. | 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 | ~50 tokens idle · ~850 tokens when active (on-demand skill) | ~55 tokens idle · ~450 tokens when active (on-demand skill) |
| GitHub stars | 66 | 8.7k |
| Weekly npm downloads | — | — |
| Local files | No local folder access noted | No local folder access noted |
| Command execution | No shell command runner noted | No shell command runner noted |
| Network reach | Local or standard API calls | Connects to outside service API |
| Credentials | No API token required | No API token required |
| Package source | GitHub (skillberry-ai/cap-evolve) | GitHub (EvoMap/evolver) |
| Install command | Source repo only | Source repo only |
| Bottom line | Signal-based grade (2/7 points): public source code. This reflects adoption and transparency, not a code review. | evolver (agent skill) requires careful permission scoping — self-evolving agents may produce unexpected behaviors or mutations that bypass safety constraints if evolution parameters are not carefully bounded |
Based on public adoption and transparency signals as of Oct 28, 2026. Our opinion, not a code audit or security guarantee.
Go deeper
Want to inspect exact published files, install hooks and network hosts?
Run a pre-install check on any package, MCP config or SKILL.md, or open a full report with PDF export.