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LLM Optimizer

jonradoff streamable_http Scanned 26d ago

AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.

MCP Registry ↗
A
96 / 100

Versions

1.0.0latest
first seen Jun 5, 2026
PermissionsTool SafetyAuthAnnotationsCode QualityStabilitySpecVuln HistoryAuthorTransparencyCommunity

Tools 1

llmopt_list_domains
annotations: none low

List all domains tracked for your LLM Optimizer account. Returns an array of domain names that have analysis data. Use this to discover which domains are available before requesting specific reports.

Permissions 2

network medium
Server uses network capabilities via: fetch()
env_vars low
Server uses env_vars capabilities via: process.env

Scan Findings 17

low
Tool 'llmopt_list_domains' has no annotations annotation_checker · 100%
info
Sandbox failed to start for behavioral verification behavioral_verifier · 100%
medium
Suspicious package name: react-dom dependency_analyzer · 60%
info
OSV.dev API query failed dependency_analyzer · 100%
medium
Hex string literal (>50 chars) in jonradoff-llmopt-bf18f1a/backend/crypto_test.go:9 entropy_analyzer · 70%
medium
Hex string literal (>50 chars) in jonradoff-llmopt-bf18f1a/backend/crypto_test.go:86 entropy_analyzer · 70%
medium
Hex string literal (>50 chars) in jonradoff-llmopt-bf18f1a/backend/crypto_test.go:94 entropy_analyzer · 70%
medium
High-entropy string (5.95 bits/char) in jonradoff-llmopt-bf18f1a/backend/internal/mcpserver/mcpserver_test.go:334 entropy_analyzer · 54%
info
package.json metadata manifest_parser · 100%
info
Tool: llmopt_list_domains manifest_parser · 85%
info
Transport: streamable-http manifest_parser · 80%
info
Required env vars (23) manifest_parser · 80%
info
Sandbox failed to start for output poisoning scan output_poisoning · 100%
medium
Permission: network access detected permission_analyzer · 70%
low
Permission: env_vars access detected permission_analyzer · 90%
info
SBOM generated: 184 components sbom_generator · 100%
medium
No build provenance detected (SLSA L0) slsa_assessor · 90%