Bias Detection MCP

by csoai-org

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About

Detect and audit AI bias across protected characteristics — demographic parity, equalized odds, disparate impact analysis

Details

Author
csoai-org
Categories
Other, AI, Security

Setup

Install Bias Detection MCP in your MCP client (Claude Desktop, Cursor, Windsurf, and others).

Repository: https://github.com/csoai-org/bias-detection-mcp

Follow the installation instructions in the repository README, then restart your MCP client.

AI bias detection + fairness assessment MCP

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

# Install via pip pip install bias_detection_mcp # Or install via Smithery npx -y @smithery/cli@latest install bias-detection-mcp --client claude

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

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

This MCP server is built withEU AI Act compliancebuilt-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 →

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

This server is part of theMEOK AI Labsecosystem — 26 PyPI packages · ~16,300 monthly installs.

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

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 atmeok.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

Each tier above the free self-host adds HMAC-signed attestations verifiable atverify.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

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

Add to yourclaude_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-mcpthen run thebias-detection-mcpcommand (stdio transport).

Once configured, ask your assistant, for example:

- "Usequick_scanto …"
- "Usedetect_biasto …"
- "Usefairness_metricsto …"

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