Bias Detection MCP

by csoai-org

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

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Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name Bias Detection MCP

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

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

JSON

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

JSON

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

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

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

JSON

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

JSON

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

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

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

McpServers

{
    "server": {
        "command": "python",
        "args": [
            "bias-detection-mcp"
        ]
    }
}

Transport

"stdio"

Package

"bias-detection-mcp"

Registry

"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

# 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 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

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 at https://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 …"

Institutional research and manager diligence reports on hedge funds, venture capital and private equity managers. Summary of filings, personnel changes, media screening and social signals delivered to you in minutes.

Structured regulatory intelligence for AI agents. Check compliance obligations, deadlines, and cross-jurisdiction requirements for EU AI Act, Singapore IMDA, and Colorado AI Act.

aTars MCP by aarna provides AI agents with structured access to crypto market signals, technical indicators, and sentiment analysis.

Canada Artificial Intelligence and Data Act compliance — risk classification, impact assessment, regulatory readiness by MEOK AI Labs

Pattern intelligence API for AI agents. Search 24M historical chart patterns, get forward returns, market regime analysis, and AI summaries for any stock ticker.

Verify US/Canada freight carriers and brokers: live FMCSA data, trust scores, registry search, and partner watchlist monitoring for AI agents.

EU Corporate Sustainability Reporting Directive compliance — ESRS mapping, double materiality, ESG data collection by MEOK AI Labs

M&A due diligence with 14 MCP tools for interactive chat — citation verification, cross-contract search, entity resolution, and sandboxed Excel/Word document generation across 9 specialist agent domains.

Validate startup ideas without leaving your IDE — the demand-signal MCP for "should I build this?"

SEC filings and insider trades in real-time. 10-K, 10-Q, 8-K, Form 4, and company lookup.

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Setting up with Highlight

Claude Desktop / Cursor

McpServers

Transport

Package

Registry

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