Bias Detection MCP
Detect and audit AI bias across protected characteristics — demographic parity, equalized odds, disparate impact analysis
Bias Detection MCP
MCP server for bias detection mcp operations
Overview
Bias Detection MCP provides AI-powered tools via the Model Context Protocol (MCP).
Tools
| Tool | Description |
|---|---|
quick_scan | Describe an AI system in one sentence -> instant bias risk assessment. No API ke |
detect_bias | Analyze text for demographic bias patterns, stereotyping, and unfair language. |
fairness_metrics | Calculate fairness metrics from prediction data. Input format: comma-separated v |
mitigation_recommendations | Get detailed remediation steps for a specific type of AI bias. |
regulatory_check | Check bias requirements against EU AI Act Article 10 and NIST AI RMF MAP require |
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.
License
MIT © MEOK AI Labs
संबंधित सर्वर
mlp-tax
Deterministic MLP tax computation engine. 6 tools: basis projection, estate planning, sell vs hold comparison, MLP vs ETF tax analysis, distribution stress test, and MLP reference data. Returns IRS-cited calculations for K-1 basis tracking, §751 recapture, and §199A QBI.
Inday - Public Holiday API
Public holiday data for 30+ countries via AI assistants like Claude and Cursor.
PromptScan
Prompt injection detection API for AI agents — scan untrusted text before passing it to an LLM.
Current Time JST
Provides the current time in Japan Standard Time (JST, UTC+9).
Android-Mobile-MCP
This MCP server enabling AI agents to control Android devices.
Card Catalog
Certification authority for AI agents. Adversarial exams, Ed25519-signed credentials, examiner economy. 20K free credits on registration.
ALTER
ALTER - identity infrastructure for the AI economy
Fun Generators
Connect Claude, GPT, and any MCP-compatible AI agent directly to FunGenerators.com. Generate names, insults, job titles, lorem ipsum, lottery numbers, and much more — all from a single tool call.
Intra Pay Pagamentos
Payments of Brazil - PIX
PUBLICMCP
Open standard for public-facing business identity MCP servers. pip install publicmcp to deploy in minutes. Federated router discovers and proxies calls to registered businesses.