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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 | python-utcp | python |
|---|---|---|
| Risk grade | CC · Moderate risk signals Based on public adoption and transparency signals as of Oct 27, 2026. Our opinion, not a code audit or security guarantee. | CC · Moderate risk signals Based on public adoption and transparency signals as of Oct 21, 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) | ~700 tokens / turn (~4 tool schemas, 0.35% of 200k context) |
| GitHub stars | 653 | 4.2k |
| 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 | Connects to outside service API | Connects to outside service API |
| Credentials | Requires API key or token | No API token required |
| Package source | GitHub (universal-tool-calling-protocol/python-utcp) | GitHub (flypythoncom/python) |
| Install command | Source repo only | Source repo only |
| Bottom line | Python-utcp itself is just a tool—the real risk is misconfiguration or trusting the agent with APIs it should not have access to; always limit what credentials and endpoints you give it. | Using this requires trusting that verify.py and all challenge content are safe, and running code verification against your agent is inherently risky without strong isolation. |
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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