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 | adloop | lean-ctx |
|---|---|---|
| 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. | CC · Moderate 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 | ~700 tokens / turn (~4 tool schemas, 0.35% of 200k context) | ~550 tokens / turn (~3 tool schemas, 0.27% of 200k context) |
| GitHub stars | 290 | 3.9k |
| Weekly npm downloads | — | — |
| Local files | No local folder access noted | No local folder access noted |
| Command execution | Runs shell or system commands | No shell command runner noted |
| Network reach | Connects to outside service API | Fetches arbitrary web URLs |
| Credentials | No API token required | No API token required |
| Package source | PyPI (adloop) | GitHub (yvgude/lean-ctx) |
| Install command | uvx adloop | Source repo only |
| Bottom line | adloop is distributed via PyPI (adloop); review its source code, dependencies, and requested permissions before use. | lean-ctx (MCP server) requires careful permission scoping — context leakage: Misconfigured filters may allow sensitive data through to the AI despite intended restrictions |
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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