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Bias Detection

I
by io.github.CSOAI-ORG

AI bias detection and fairness assessment for AI agents. Instant bias risk scan, demographic ana...

Power your agent

Add this server

The publisher's own command. Not a PlugMCP endpoint.

Local command
uvx bias-detection-mcp==1.2.8
Provider
Claude Code
claude mcp add io.github.csoai-org-bias-detection-mcp -- uvx bias-detection-mcp==1.2.8

Run in a terminal.

Claude Desktop
{
  "mcpServers": {
    "io.github.csoai-org-bias-detection-mcp": {
      "command": "uvx",
      "args": [
        "bias-detection-mcp==1.2.8"
      ]
    }
  }
}

claude_desktop_config.json

Step-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

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AI bias detection and fairness assessment for AI agents. Instant bias risk scan, demographic ana...

Bias Detection MCP

AI bias detection + fairness assessment MCP

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

πŸš€ 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

πŸ“– Documentation

  • Full Documentation
  • API Reference
  • EU AI Act Compliance Guide

πŸ›‘οΈ Compliance

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

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

Need help getting compliant? Book a free 15-min diagnostic β†’

🏒 Enterprise

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

  • Pro: Β£79/mo β€” Full MCP suite + EU AI Act tracking
  • Enterprise: Β£499/mo β€” Custom dev + SLA + Dedicated support

View Pricing β†’ | Contact Sales β†’

🀝 Part of the MEOK Ecosystem

This server is part of the MEOK AI Labs ecosystem β€” 26 PyPI packages Β· ~16,300 monthly installs.

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

πŸ“œ License

MIT Β© 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):

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

Pricing options:

OptionPriceBest for
Self-host (this MCP)Β£0 β€” MITDevs
This MCP StarterΒ£29/moOne-MCP teams
This MCP ProΒ£79/moProduction + 24h SLA
Universal PAYGΒ£29/mo + Β£0.0002/callSpiky usage across many MCPs
Substrate bundle (this category)Β£99-Β£499/moA whole pack
MEOK UniverseΒ£1,499/moAll 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.

πŸ’Έ Try MEOK in 30 seconds β€” instant buy ladder

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

Refundable. UK Stripe β€” 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 …"
How do I install Bias Detection?
Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.
Does Bias Detection need an API key?
No required environment variable is listed on this record.
What transport does Bias Detection use?
Bias Detection runs locally over stdio.
When was Bias Detection last checked?
Last checked 2026-10-16. AI bias detection and fairness assessment for AI agents. Instant bias risk scan, demographic ana...

No tool list yet. Remote servers get one after the first health check.

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