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shadowlight

PyPIInfrastructure

No liveness check has reached it yet; it is registered on GitHub and PyPI and has been in the index since 12 Oct 2026. How this is checked

Shadowlight is a command-line security scanner that identifies exposed self-hosted AI model servers, vector databases, AI interfaces, and MLOps tools. It helps security teams detect services that respond without authentication.

Inferred · not functionally tested

Proprietary, see LICENSE.txtCLI
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Overview

6 features

Purpose: Finding self-hosted AI and MLOps services that are exposed without authentication.

Inferred · not functionally tested

Audience: security engineers and AI infrastructure administrators

Inferred · not functionally tested

Functions: monitoring, data_extraction

Inferred · not functionally tested

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: unknown

Recorded constraints: pricing: unknown · license: Proprietary, see LICENSE.txt · platforms: CLI · deployment: cli

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

shadowlight sits in PulseGate's AI & LLM security category. Inferred · not functionally tested: It focuses on finding self-hosted AI and MLOps services that are exposed without authentication. Inferred · not functionally tested: It is built as a B2B product for security engineers and AI infrastructure administrators. Basis unknown · not verified: It runs on the command line.

Behind shadowlight is Arman Manteghi, and it first shipped in 2026. Inferred · not functionally tested: Among its 6 catalogued features are service discovery, authentication checks, and AI server scanning.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Service discovery
  • Authentication checks
  • AI server scanning
  • Vector database detection
  • MLOps tool detection
  • Exposure reporting

Topics: Inferred · not functionally tested

Tags
shadow-aiexposure-scanningllm-securitymlops-security

JSON profile · Text profile · Access guide

Built with & integrations

Runs on
CLI

Trust & compliance

License
Proprietary, see LICENSE.txt
Public signals
HTTPSGitHub

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed12 Oct · 18:57 UTC
    shadowlight seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about shadowlight

What does shadowlight do?
Inferred · not functionally tested: Shadowlight focuses on finding self-hosted AI and MLOps services that are exposed without authentication. It is catalogued under AI & LLM security on PulseGate.
Who is shadowlight for?
Inferred · not functionally tested: shadowlight is a B2B product built for security engineers and AI infrastructure administrators.
What platforms does shadowlight run on?
Basis unknown · not verified: shadowlight runs on the command line.
Is shadowlight still active?
Unverified. shadowlight has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
Who develops shadowlight?
shadowlight is developed by Arman Manteghi.
When did shadowlight launch?
shadowlight first shipped in 2026.
Is shadowlight open source?
Basis unknown · not verified: shadowlight has a public GitHub repository.

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