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CSOAI-ORG

Explainability Report MCP

README.md
[![MCP Scorecard: 74/100](https://img.shields.io/badge/proofof.ai-74%2F100-5b21b6)](https://proofof.ai/scorecard/explainability-report-mcp.html)

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

<div align="center">

# Explainability Report MCP

[![MEOK AI Labs](https://img.shields.io/badge/MEOK-AI%20Labs-667eea)](https://meok.ai)
[![GSPC](https://img.shields.io/badge/GSPC-UNMEASURED-9ca3af)](https://councilof.ai/api/gspc)
[![License](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)
[![PyPI](https://img.shields.io/badge/PyPI-Install-3775a9)](https://pypi.org/project/explainability_report_mcp/)

> By [MEOK AI Labs](https://meok

By [MEOK AI Labs](https://meok.ai) | The only MCP server for AI explainability and transparency reports.

---

## ๐Ÿš€ Quick Start

```bash
# Install via pip
pip install explainability_report_mcp

# Or install via Smithery
npx -y @smithery/cli@latest install explainability-report-mcp --client claude
```

## โœจ Features

- MCP protocol compliant
- Easy installation
- Well-documented API
- Production-ready
- Active maintenance

## ๐Ÿ“– Documentation

- [Full Documentation](https://docs.meok.ai/explainability-report-mcp)
- [API Reference](https://api.meok.ai)
- [EU AI Act Compliance Guide](https://councilof.ai/compliance)

## ๐Ÿ›ก๏ธ Compliance

This MCP server is built with **EU AI Act compliance** built-in:

- โœ… Article 9 โ€” Risk Management System
- โœ… Article 13 โ€” Transparency & Instructions for Use
- โœ… Article 15 โ€” Bias Detection & Testing
- โœ… Article 26 โ€” FRIA Support (where applicable)
- โœ… Article 50 โ€” AI Content Watermarking (where applicable)

Need help getting compliant? **[Book a free 15-min diagnostic โ†’](https://cal.com/csoai/august-audit)**

## ๐Ÿข Enterprise

Need custom development, SLA guarantees, or white-label deployment?

- **Pro:** $99/mo โ€” Full MCP suite + EU AI Act tracking
- **Enterprise:** $499/mo โ€” Custom dev + SLA + Dedicated support

[View Pricing โ†’](https://councilof.ai/pricing) | [Contact Sales โ†’](mailto:sales@csoai.org)

## ๐Ÿค Part of the MEOK Ecosystem

This server is part of the **[MEOK AI Labs](https://meok.ai)** ecosystem โ€” 300+ MCP servers for sovereign AI governance.

| Domain | Purpose |
|--------|---------|
| [councilof.ai](https://councilof.ai) | EU AI Act compliance marketplace |
| [safetyof.ai](https://safetyof.ai) | AI safety & monitoring |
| [meok.ai](https://meok.ai) | Sovereign AI platform |
| [cobolbridge.ai](https://cobolbridge.ai) | Legacy modernization |

## ๐Ÿ“œ License

MIT ยฉ [CSOAI-ORG](https://github.com/CSOAI-ORG)

---

<p align="center">
  <sub>Built with ๐Ÿ’œ by <a href="https://meok.ai">MEOK AI Labs</a> ยท UK Companies House 16939677</sub>
</p>
MIT ยฉ [MEOK AI Labs](https://meok.ai)

<!-- meok-moat-footer-v1 -->
---

## Pairs with MEOK Governance Suite

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

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

Free tier: 10 calls/day per MCP. Pro tier (ยฃ79/mo): unlimited + cryptographically signed compliance attestations your auditor verifies independently.

โ†’ Full catalogue: [councilof.ai/catalogue](https://councilof.ai/catalogue)
โ†’ MEOK AI Labs: [meok.ai](https://meok.ai)

<!-- BUY-LADDER:START -->

## ๐Ÿ’ธ Try MEOK in 30 seconds โ€” instant buy ladder

| Tier | Price | What you get | Stripe |
|---|---|---|---|
| Smoke test | **ยฃ1** | Signed sample MCP-Hardening report + Article 50 PDF | <https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t> |
| Quick Kit | **ยฃ9** | EU AI Act Article 50 implementation guide (C2PA + EU-Icon) | <https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t> |
| Founder Call | **ยฃ29** | 30-min 1-on-1 with the founder | <https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t> |

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

<!-- BUY-LADDER:END -->

## See also

MEOK compliance MCP fleet:
[`meok-watermark-attest-mcp`](https://github.com/CSOAI-ORG/meok-watermark-attest-mcp)


## Configuration

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

```json
{
  "mcpServers": {
    "explainability-report-mcp": {
      "command": "uvx",
      "args": ["explainability-report-mcp"]
    }
  }
}
```

Or: `pip install explainability-report-mcp` then run the `explainability-report-mcp` command (stdio transport).

## Examples

Once configured, ask your assistant, for example:
- "Use `quick_scan` to โ€ฆ"
- "Use `generate_model_card` to โ€ฆ"
- "Use `explain_decision` to โ€ฆ"

TDQS

A4.4/5.0

Scored across 5 tools

Disambiguation4/5

Each tool has a distinct purpose (impact assessment, decision explanation, model card, quick scan, transparency audit). However, quick_scan and transparency_audit both assess transparency, with descriptions that are somewhat overlapping, potentially causing confusion for an agent.

Naming Consistency3/5

Most tools use verb_noun pattern (create_, explain_, generate_), but quick_scan uses adjective_noun and transparency_audit is noun_noun, breaking consistency. The naming is readable but not uniform.

Tool Count5/5

With 5 tools covering key explainability tasks (impact assessment, decision explanation, model card, scan, audit), the count is well-suited for the server's purpose, not too many or too few.

Completeness4/5

The tool set covers major explainability report needs (DPIA, model cards, decision explanations, transparency audits). Minor gaps exist (e.g., no tool for bias detection or combined summary), but core capabilities are present.

Maintenance

ActivityMaintained
ResponsivenessNo issues