Skills/PyPI/ai-netcafe

ai-netcafe@1.2.2

VERIFIED

Publisher claims: "Zero-install toolbox for AI agents: web search, page-to-markdown, diagrams, README badges & charts, image generation, China-reachability testing, transcription, PDF, cross-session memory, one-sentence app deployment, and a real per-call model cost dataset." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server) · listed in the official MCP RegistryPublisher mario03690 · joined 0 days agoInstalls 232Last detonated 2 h ago
$claude mcp add ai-netcafe -- uvx ai-netcafe
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Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios) on 2026-11-05 and scored it 87/100 (Verified). It did what it claims and nothing else we could detect: no undeclared network egress, no credential reads, no persistent instruction writes. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 2 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.1sprocessdependency install exit 1
0.2sprocessexec /usr/bin/date
0.2sprocessexec /usr/bin/timeout
0.2sprocessexec .venv/bin/ai-netcafe
0.2sclaimedno tools/list reply (exit 0)
0.2sprocessscript backend runs setup only

Static findings

MEDIUM
MCP server using network transport (SSE/HTTP)src/ai_netcafe/cli.py:21 · MCP server using network transport (SSE/HTTP) — data sent over networkFix: Namespace tool names and keep tool descriptions literal; no instructions to the agent inside them.
AST04

No other findings across 501 lines in 7 files.

Cost to the agent

Instructions loaded
≈82 tok
1 file · 7 in bundle
Tool list per prompt
≈0 tok
0 tools · 0 per tool
Handshake
no reply
launch to tools/list, stdio
Undocumented tools
0
description under 20 chars · avg 0

Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.

Known vulnerabilities

Not checked against OSV yet; the weekly check has not reached this version.

ai-netcafe@1.2.2 safety verdict: Verified 87/100 — KillerSkills