MCP server for AI bias and fairness auditing

Command-line interface for the ZKFair protocol - register models, query with IT-MAC cryptographic verification, and manage fairness proofs.

TypeScript SDK for Lighter Protocol - Trade perpetuals with unmatched efficiency and fairness on Lighter

The **`ethical-algorithm-tester`** package provides tools for analyzing bias, fairness, transparency, and accountability in algorithmic decision-making. This package is useful for developers and data scientists who want to ensure that their algorithms ope

WAB (Web Agent Bridge) MCP Server — AI-native browser automation, scam protection, fairness scoring & deals intelligence for AI coding tools

Official TypeScript SDK for Lumen Layer, the open execution fairness protocol for Solana.

The Divine Synchronization Library

WAB Trust Layer Protocol — Open manifest spec for platform trust and fairness

A simple function for calculating the chi-squared probability for a given observation set and expected set"

Lucky Machines contracts for betting dapps. Includes multi-draw and automatic payout on win. Only allows bets on machines that have been sufficiently funded. Utilizes Chainlink VRF for provable fairness.

AI bias detection, measurement, and mitigation across model lifecycle. Covers demographic parity, equalized odds, calibration, and intersectional fairness analysis.

Provably fair RNG and audit tooling for Octane RGS

Generate configurable test workspaces and benchmark omni/turbo/nx task execution performance

AI bias & fairness analysis MCP (EU AI Act Article 10). By MEOK AI Labs. Claude Desktop / Cursor / Cline ready.

An in-memory priority queue that prevents starvation by balancing priority and arrival time. Items are greedily prioritized within each batch of the longest-waiting items, ensuring fairness alongside prioritization and bounded delays for low-priority task

CSOAI Gaming & Entertainment AI Governance — loot box compliance, matchmaking AI fairness, content moderation, generative AI in gaming, COPPA, FTC, EU DSA, ESRB, and gambling classification

AI governance for educational technology, learning management systems, and academic assessment tools. Covers student data privacy, algorithmic grading fairness, adaptive learning compliance, and FERPA/COPPA requirements.

A high-performance, zero-dependency Golang-style channel implementation for TypeScript. Supports buffered/unbuffered channels, select statement with fairness, and AbortSignal integration.


MCP server for AI-driven fair meeting point discovery