Metadata-Version: 2.4
Name: explainability-report-mcp
Version: 1.0.7
Summary: 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.
Project-URL: Homepage, https://meok.ai
Project-URL: Repository, https://github.com/CSOAI-ORG/explainability-report-mcp
Author-email: MEOK AI Labs <nicholas@meok.ai>
License: MIT License
        
        Copyright (c) 2026 CSOAI-ORG / MEOK AI Labs
        
        Permission is hereby granted, free of charge, to any person obtaining a copy
        of this software and associated documentation files (the "Software"), to deal
        in the Software without restriction, including without limitation the rights
        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
        copies of the Software, and to permit persons to whom the Software is
        furnished to do so, subject to the following conditions:
        
        The above copyright notice and this permission notice shall be included in all
        copies or substantial portions of the Software.
        
        THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
        AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
        LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
        SOFTWARE.
License-File: LICENSE
Keywords: ai-governance,explainability,mcp,meok,transparency
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Software Development :: Libraries
Requires-Python: >=3.10
Requires-Dist: mcp>=1.0.0
Description-Content-Type: text/markdown

<div align="center">

# Explainability Report MCP

**MCP server for explainability report mcp operations**

[![PyPI](https://img.shields.io/pypi/v/meok-explainability-report-mcp)](https://pypi.org/project/meok-explainability-report-mcp/)
[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)
[![MEOK AI Labs](https://img.shields.io/badge/MEOK_AI_Labs-MCP_Server-purple)](https://meok.ai)

</div>

## 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

```bash
pip install meok-explainability-report-mcp
```

## Usage with Claude Desktop

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

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

## Usage with FastMCP

```python
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](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 — 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 (£79/mo): unlimited + cryptographically signed compliance attestations your auditor verifies independently.

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

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## 💸 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>.

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