explainability-report-mcp 1.0.8

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 Labs.

mcp-name: io.github.CSOAI-ORG/explainability-report-mcp

Explainability Report MCP

MCP server for explainability report mcp operations

Overview

Explainability Report MCP provides AI-powered tools via the Model Context Protocol (MCP).

Tools

Tool	Description
quick_scan	Describe an AI system -> instant transparency and explainability assessment. No
generate_model_card	Generate an EU AI Act compliant model card with structured transparency informat
explain_decision	Generate a human-readable explanation of an AI decision.
transparency_audit	Assess an AI system against EU AI Act Article 13 transparency requirements.
create_impact_assessment	Generate a DPIA/AIIA (AI Impact Assessment) template for an AI system.

Installation

pip install meok-explainability-report-mcp

Usage with Claude Desktop

Add to your Claude Desktop MCP config (claude_desktop_config.json):

{
  "mcpServers": {
    "explainability-report-mcp": {
      "command": "python",
      "args": ["-m", "meok_explainability_report_mcp.server"]
    }
  }
}

Usage with FastMCP

from mcp.server.fastmcp import FastMCP

# This server exposes 5 tool(s) via MCP
# See server.py for full implementation

License

MIT © MEOK AI Labs

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Pairs with MEOK Governance Suite

Build something that touches users? You need compliance. MEOK ships 38 governance MCPs that drop in alongside this tool — EU AI Act, DORA, NIS2, CRA, GDPR, ISO 42001, FDA SaMD, MDR, Basel, MiFID II, MiCA, COPPA, and more.

# One-shot install of the governance pack
npx meok-setup --pack governance

Free tier: 10 calls/day per MCP. Pro tier (£79/mo): unlimited + cryptographically signed compliance attestations your auditor verifies independently.

→ Full catalogue: councilof.ai/catalogue → MEOK AI Labs: meok.ai

💸 Try MEOK in 30 seconds — instant buy ladder

Tier	Price	What you get	Stripe
Smoke test	£1	Signed sample MCP-Hardening report + Article 50 PDF	https://buy.stripe.com/dRmcN75ScdQS7oh1Uc8k90U
Quick Kit	£9	EU AI Act Article 50 implementation guide (C2PA + EU-Icon)	https://buy.stripe.com/cNi00la8s1460ZT0Q88k90V
Founder Call	£29	30-min 1-on-1 with the founder	https://buy.stripe.com/8x228ta8s6oqbExaqI8k90W

Refundable. UK Stripe — VAT-clean. Builds on the 81-MCP MEOK fleet. Verify any signed report at https://meok.ai/verify.