AI Analysis
Final verdict: SUSPICIOUS
The package has high obfuscation and metadata risks due to the use of eval and exec, and the lack of community engagement and maintainer activity.
- High obfuscation risk due to use of eval and exec
- Low community engagement and new maintainer
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require external communications.
- Shell: No shell execution patterns detected, indicating no immediate signs of executing system commands.
- Obfuscation: The use of eval and exec with dynamically compiled code suggests potential for code injection and obfuscation, indicating a higher risk.
- Credentials: No clear patterns indicative of credential harvesting were found.
- Metadata: The repository is very new with no community engagement, and the maintainer seems to be new or inactive.
Heuristic Checks
Outbound Network Calls
No suspicious network call patterns found
Code Obfuscation
score 10.0
Found 6 obfuscation pattern(s)
result_value = eval( compile(ast.Expression(last_expr.varee.body: exec( compile(tree, "<mne-mcp>", "exec"), self.naexec( compile(tree, "<mne-mcp>", "exec"), self.namespace,rgs.reset: path = __import__( "mne_mcp.config", fromlist=["reset_config"] ).reset_config() print(f"Reset defaults to built-None: try: mod = __import__(module_name) return getattr(mod, "__version__", "unknown") e= Session() s.set("arr", __import__("numpy").zeros((3, 4))) assert s.has("arr") assert "arr" in
Shell / Subprocess Execution
No shell execution patterns detected
Credential Harvesting
No credential harvesting patterns detected
Typosquatting
No typosquatting candidates detected
Registered Email Domain
No author email provided
Suspicious Page Links
All external links appear legitimate
Git Repository History
score 5.0
Git history flags: Repository created very recently: 4 day(s) ago (2026-06-01T11:49:30Z)
Repository created very recently: 4 day(s) ago (2026-06-01T11:49:30Z)Repository has zero stars and zero forks
Maintainer History
score 6.0
3 maintainer concern(s) found
Only one version has ever been released — brand new packagePackage uploaded less than 24 hours ago (2026-06-05T04:24:23.000Z)Author "MNE MCP Contributors" appears to have only 1 package on PyPI (new or inactive account)