🤖 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.

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.va
ree.body: exec( compile(tree, "<mne-mcp>", "exec"), self.na
exec( 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)

⚠ Maintainer History score 6.0

3 maintainer concern(s) found

Only one version has ever been released — brand new package
Package 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)

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