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bias-detection-mcp

bias-detection-mcp

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github.com/CSOAI-ORGData & Analytics0Updated 8w ago
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About bias-detection-mcp

bias-detection-mcp is an MCP server for assessing AI bias and fairness, aimed at teams evaluating AI systems. It provides quick scans, bias detection, and fairness metrics, with guidance related to EU AI Act compliance.

Key features

  1. 01快速偏差扫描
  2. 02偏差检测
  3. 03公平性指标
  4. 04EU AI Act 合规指南

Use cases

  1. 01检查 AI 输出中的偏差
  2. 02评估 AI 系统公平性

MCP support

It exposes bias and fairness assessment capabilities to MCP clients, including `quick_scan`, `detect_bias`, and `fairness_metrics`.

Configuration

Local server config is the same for every client. Copy it into your client’s MCP config file.

mcp.json · Universal config
{
  "mcpServers": {
    "csoai-org-bias-detection": {
      "command": "uvx",
      "args": [
        "bias-detection-mcp"
      ]
    }
  }
}
Run commanduvx bias-detection-mcp

Local servers need a runtime on your machine (e.g. Node.js 18+). Config file locations differ by client; see your client’s docs.

Packages
pypibias-detection-mcp1.2.8

Tools

No tool list yet

Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.

Details

From the project README

MCP Scorecard: 90/100

Bias Detection MCP

MEOK AI Labs GSPC 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.

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

OptionPriceBest for
Self-host (this MCP)£0 — MITDevs
This MCP Starter£29/moOne-MCP teams
This MCP Pro£79/moProduction + 24h SLA
Universal PAYG£29/mo + £0.0002/callSpiky usage across many MCPs
Substrate bundle (this category)£99-£499/moA whole pack
MEOK Universe£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.

💸 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.

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 …"

Comments

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New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.