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MCP Scorecard: 90/100

Bias Detection MCP

MEOK AI Labs EU AI Act License PyPI

AI bias detection + fairness assessment MCP

AI bias detection + fairness assessment MCP. Required by EU AI Act Article 10 + NYC Local Law 144. MIT


🚀 Quick Start

# Install via pip
pip install bias_detection_mcp

# Or install via Smithery
npx -y @smithery/cli@latest install bias-detection-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: £79/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 — 26 PyPI packages · ~16,300 monthly installs.

Domain Purpose
councilof.ai EU AI Act compliance marketplace
safetyof.ai AI safety & monitoring
meok.ai Sovereign AI platform
cobolbridge.ai Legacy modernization

📜 License

MIT © CSOAI-ORG


Full catalogue + Anthropic Registry verify links: meok.ai/anthropic-registry

Protocol coverage + Universal PAYG

This MCP is part of MEOK's 47-MCP fleet that bridges every active agent-interop protocol and 30+ regulatory frameworks. See the full coverage matrix at meok.ai/protocols.

Agent interop protocols supported (8 live):

  • MCP (Anthropic) — native
  • A2A (Google + Linux Foundation, absorbed IBM ACP Sept 2025)
  • IBM ACP — covered via A2A merge
  • Stripe ACP (Agentic Commerce Protocol) — Q3 bridge via agent-commerce-protocol-mcp
  • AP2 (Google Agent Payments) — partial via agent-commerce-payments-mcp
  • x402 (Coinbase HTTP 402) — partial via api.meok.ai gateway
  • OASF / AGNTCY (Cisco Outshift + Linux Foundation) — Q3 bridge
  • 👁 ANP (Cisco Agent Network) — watch-list

Pricing options:

Option Price Best for
Self-host (this MCP) £0 — MIT Devs
This MCP Starter £29/mo One-MCP teams
This MCP Pro £79/mo Production + 24h SLA
Universal PAYG £29/mo + £0.0002/call Spiky usage across many MCPs
Substrate bundle (this category) £99-£499/mo A whole pack
MEOK Universe £1,499/mo All 47 MCPs, 500K calls

Each tier above the free self-host adds HMAC-signed attestations verifiable at verify.meok.ai. Linux Foundation governance on the A2A spine means EU regulated buyers can deploy without vendor-lock-in objections.

💸 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/aFa7sNcgAdQS0ZT1Uc8k91t
Quick Kit £9 EU AI Act Article 50 implementation guide (C2PA + EU-Icon) https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Founder Call £29 30-min 1-on-1 with the founder https://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.

Configuration

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

{
  "mcpServers": {
    "bias-detection-mcp": {
      "command": "uvx",
      "args": ["bias-detection-mcp"]
    }
  }
}

Or: pip install bias-detection-mcp then run the bias-detection-mcp command (stdio transport).

Examples

Once configured, ask your assistant, for example:

  • "Use quick_scan to …"
  • "Use detect_bias to …"
  • "Use fairness_metrics to …"

Release files for bias-detection-mcp 1.2.8

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for bias-detection-mcp 1.2.8
File Size Uploaded
bias_detection_mcp-1.2.8.tar.gz 248.4 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for bias-detection-mcp 1.2.8
File Interpreter ABI Platform
bias_detection_mcp-1.2.8-py3-none-any.whl Python 3 none any Details

Total release size: 270.7 kB

Release files / bias_detection_mcp-1.2.8.tar.gz

Download URL bias_detection_mcp-1.2.8.tar.gz
Size 248.4 kB
Tags Source
SHA-256 checksum
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8f7b20a1035b1781bf3d564a598a0e59251331a88d9448554621150bec05a537
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Uploaded via twine/6.2.0 CPython/3.14.5

Release files / bias_detection_mcp-1.2.8-py3-none-any.whl

Download URL bias_detection_mcp-1.2.8-py3-none-any.whl
Size 22.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
2705e53832c5b2030d9c374e4c1bceb47f624e64c84299ea6a11ce4f59a32b08
BLAKE2b-256 checksum
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11f8ac167393a5c3ac8ccc7b8691790feac4af1967169f1385140b4d0154308b
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Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.5

Release history Release notifications | RSS feed

This release

1.2.8 This release

2 release files

1.2.7

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1.2.6

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1.2.5

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1.2.4

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1.2.3

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1.2.2

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1.2.1

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1.2.0

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1.1.5

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1.1.4

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1.1.3

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1.1.2

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1.1.1

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1.0.4

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1.0.3

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1.0.2

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1.0.1

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1.0.0

2 release files

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