Explainability Report Mcp

io.github.CSOAI-ORGPublished by GitHub account CSOAI-ORGv1.0.16Updated Oct 30, 2026

Explainability Report MCP Server by MEOK AI Labs

VerifiedSTDIODesktop onlySecurity & MonitoringAI & ML

Overview

AI-generated overview

Local MCP server from MEOK AI Labs for producing AI explainability and transparency reports, including EU AI Act-oriented documentation.

What you can do
  • Run a quick scan of a model or system for explainability purposes
  • Generate model cards and transparency documentation
  • Explain individual decisions
  • Produce reports framed around EU AI Act articles such as risk management, transparency, bias testing and FRIA support
  • The README names quick_scan, generate_model_card and explain_decision as example tools, but no tool list is published
When to use it
When you need assistant-generated explainability, model card or transparency documentation for an AI system, especially with an EU AI Act compliance angle. The README is mostly marketing and pricing, so verify the actual tool set before relying on it.
Requirements
A local Python environment; the README suggests installing the PyPI package explainability_report_mcp and running it over stdio, for example via uvx or the installed command in an MCP client config. No authentication, environment variables or headers are declared.
Before you install
The README is largely promotional: it advertises paid tiers, Stripe purchase links, a free tier of 10 calls per day and a separate governance pack, so expect upsells and possible usage limits. Compliance claims are self-declared and not independently verified. No tool list is published, so review what it actually does before installing.

Installation

In SourceWeft

  1. Open Explainability Report Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

[MCP Scorecard: 74/100]

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

Explainability Report MCP

[MEOK AI Labs] [GSPC] [License] [PyPI]

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

By MEOK AI Labs | The only MCP server for AI explainability and transparency reports.

🚀 Quick Start

bash
# Install via pippip install explainability_report_mcp
# Or install via Smitherynpx -y @smithery/cli@latest install explainability-report-mcp --client claude

✨ Features

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

📖 Documentation

🛡️ Compliance

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

  • ✅ Article 9 — Risk Management System
  • ✅ Article 13 — Transparency & Instructions for Use
  • ✅ Article 15 — Bias Detection & Testing
  • ✅ Article 26 — FRIA Support (where applicable)
  • ✅ Article 50 — AI Content Watermarking (where applicable)

Need help getting compliant? Book a free 15-min diagnostic →

🏢 Enterprise

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

  • Pro: $99/mo — Full MCP suite + EU AI Act tracking
  • Enterprise: $499/mo — Custom dev + SLA + Dedicated support

View Pricing → | Contact Sales →

🤝 Part of the MEOK Ecosystem

This server is part of the MEOK AI Labs ecosystem — 300+ MCP servers for sovereign AI governance.

DomainPurpose
councilof.aiEU AI Act compliance marketplace
safetyof.aiAI safety & monitoring
meok.aiSovereign AI platform
cobolbridge.aiLegacy modernization

📜 License

MIT © CSOAI-ORG

Built with 💜 by MEOK AI Labs · UK Companies House 16939677

MIT © [MEOK AI Labs](https://meok.ai)

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 packnpx 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

TierPriceWhat you getStripe
Smoke test£1Signed sample MCP-Hardening report + Article 50 PDFhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Quick Kit£9EU AI Act Article 50 implementation guide (C2PA + EU-Icon)https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Founder Call£2930-min 1-on-1 with the founderhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t

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

See also

MEOK compliance MCP fleet: 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 …"
  • "Use generate_model_card to …"
  • "Use explain_decision to …"

Source: README.md at commit f175064

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v1.0.16LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts