Bias Detection MCP

Buy Starter — £29/mo

Signed attestations + unlimited audits + email support. 👉 Subscribe at meok.ai — instant HMAC signing key + Stripe-managed billing.

Free tier remains MIT-licensed and zero-config. Upgrade only when you need signed compliance artefacts for audit.

MCP server for bias detection mcp operations

Quick Install

Overview

Bias Detection MCP provides AI-powered tools via the Model Context Protocol (MCP).

Tools

Installation

pip install meok-bias-detection-mcp

Usage with Claude Desktop

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

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

Usage with FastMCP

from mcp.server.fastmcp import FastMCP

# This server exposes 5 tool(s) via MCP
# See server.py for full implementation

If this tool helps your compliance workflow, please star this repo — it helps other teams find it.

Wire it up — full stack

Pair this with the MEOK chain that turns one agent action into ONE signed compliance event:

1. bft-progress-council-mcp — anti-loop guardrail

2. agent-token-budget-mcp — hard spend cap

3. agent-prompt-injection-firewall-mcp — OWASP LLM01 scan

4. agent-audit-logger-mcp — hash-chained evidence

5. a2a-governance-bridge-mcp — fold N attestations → 1 signed event

6. agent-incident-relay-mcp — broadcast incidents to 5 regimes simultaneously

See meok.ai/mcp-stack for the full architecture and meok.ai/mcp-stack/demo for the live in-browser demo.

License

MIT © MEOK AI Labs

<<<<<<< Updated upstream

Stashed changes

Sister MCPs

Part of the MEOK Governance pack — designed to work together as a fleet. Install the whole pack with npx meok-setup --pack governance, or pick the ones you need:

• EU AI Act → uvx eu-ai-act-compliance-mcp · PyPI · GitHub

• DORA → uvx dora-compliance-mcp · PyPI · GitHub

• NIS2 → uvx nis2-compliance-mcp · PyPI · GitHub

• Cyber Resilience Act → uvx cra-compliance-mcp · PyPI · GitHub

• AI Bill of Materials → uvx ai-bom-mcp · PyPI · GitHub

• AI Incident Reporting → uvx ai-incident-reporting-mcp · PyPI · GitHub

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:

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.