gephi-mcp@1.18.0
VERIFIEDPublisher claims: "MCP Server for controlling Gephi Desktop via remote API" Observed in sandbox: no network, touches nothing outside the project, writes no memory.
Registry PyPI (MCP server)Publisher mattartzanthro · joined 2 days agoInstalls 367Last detonated 2d ago
Is [email protected] safe to install?
KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios) on 2026-11-01 and scored it 81/100 (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 · 1 s · 2 scenarios · 0 deviationst+CategoryObserved action
0.0sprocessno install scripts in bundle
0.8sprocessdependency install exit 1
0.9sprocessexec /usr/bin/timeout
0.9sprocessexec .venv/bin/gephi-mcp
0.9sprocessexited 127: timeout: failed to run command '.venv/bin/gephi-mcp': No such file or directory
0.9sclaimedno tools/list reply (exit 127)
0.9sprocessscript backend runs setup only
Static findings
MEDIUM
URL using raw IP addressgephi_mcp.py:54 · URL using raw IP address — may bypass domain-based filteringFix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07HIGH
Outbound HTTP to raw IP addressgephi_mcp.py:54 · Outbound HTTP to raw IP address — may bypass domain-based monitoringFix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07MEDIUM
Process kill commandgephi_mcp_viewer/assets/sigma.min.js:1369 · Process kill command — agent can terminate processesFix: Build commands from fixed arguments; do not interpolate untrusted strings into a shell.
AST05