MarketNow Registry / Version Control / explainability-report-mcp

explainability-report-mcp

AI explainability and transparency reports for AI agents. Instant transparency scan, model cards, decision explanations, Article 13 audits, impact assessments. Zero-config free tier. Built by MEOK AI

Version Control v1.0.16 by MEOK AI Labs <nicholas

Trust score

90/100

Install risk

Runs registry code

Source

pypi

Indexed

2026-09-10

Install

$ uvx explainability-report-mcp

Installing via npx/uvx/npm install executes arbitrary code from the public registry on your machine. This is the install-risk semantic of the MarketNow catalog — verify the publisher before running it.

How MarketNow scored this

Sentinel Index Heuristics — a security-first estimate from public signals:

Package age and release activity (stale repositories lose points)
Verified adoption: registry downloads or GitHub stars, not follower counts
Typosquat distance against the 150 most-installed MCP packages
Injection markers scanned in the package description

Heuristic, not a guarantee. For verified agent credentials and revocation, see the MarketNow Trust API.

What is explainability-report-mcp?

AI explainability and transparency reports for AI agents. Instant transparency scan, model cards, decision explanations, Article 13 audits, impact assessments. Zero-config free tier. Built by MEOK AI Indexed by MarketNow with trust 90/100 (Runs registry code).

How do I install it?

Run $ uvx explainability-report-mcp Installing via npx/uvx/npm install executes arbitrary code from the public registry on your machine. This is the install-risk semantic of the MarketNow catalog — verify the publisher before running it.

What does the trust score mean?

Security-first heuristic over public signals (age, adoption, typosquat distance, injection markers). It is not a popularity ranking and not a guarantee of safety. explainability-report-mcp scores 90/100.