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MCP servers tagged responsible-ai
18 live MCP servers tagged "responsible-ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with responsible-ai.
Air Quality Trends Analysis Project
Full-stack air quality analytics platform built with FastAPI, React, and MySQL. Aggregates multi-source PM2.5/PM10 data, performs multi-city comparison and time-series forecasting…
Axonflow
AxonFlow: Runtime control layer for production AI
Adk Examples
Repo with example code for building various types of agents using Agent Development Kit (ADK)
Trustmodel
Score any AI for trust — Eval, Monitor, Govern. 10 trust dimensions, one free API key (5 credits / $500).
Build26 LAB540 Observe Optimize And Protect Your Hosted Agents In Microsoft Foundry
Workshop : Observe, optimize and protect your hosted agents in Microsoft Foundry
AI Act Companion
Local-first, explainable EU AI Act risk classifier with risk-assessment/DPIA/bias/AI-security generators (NIST AI RMF, OWASP LLM Top 10, MITRE ATLAS) - runs as a Claude Code plugi…
Halo MCP
Compliance-by-Design' scaffolding for AI-to-SMS interactions. Implements transient PII-scrubbing and age-appropriate content gating for COPPA 2026 & UNICEF-AI standards
C1756 AB 100 Microsoft Certified Agentic AI Business Solutions Architect
Complete courseware and connected architecture labs for C1756 - AB-100 Microsoft Certified Agentic AI Business Solutions Architect.
Likenessguard
LikenessGuard is an open-source reference project for pre-generation consent enforcement in AI image generation. V2 demonstrates the concept and AWS architecture. V3 is the formal…
PALOframework
Open-source operational AI governance framework for lifecycle controls, agentic authority, policy enforcement, evidence and assurance.
Axonflow SDK Python
Official Python SDK for AxonFlow — runtime control, MCP policy enforcement, approvals, and audit trails for production AI
Axonflow SDK Java
Official Java SDK for AxonFlow — runtime control, MCP policy enforcement, approvals, and audit trails for production AI
Axonflow SDK Go
Official Go SDK for AxonFlow — runtime control, MCP policy enforcement, approvals, and audit trails for production AI
Axonflow SDK Typescript
Official TypeScript SDK for AxonFlow — runtime control, MCP policy enforcement, approvals, and audit trails for production AI
TalentFabric AI
Five-agent certification readiness platform built on Microsoft Agent Framework, all three IQ layers (Foundry/Fabric/Work), and Microsoft Learn MCP — Agents League Hackathon.
Agent Eval Service
Scenario-driven framework for evaluating demographic bias in single- and multi-agent LLM workflows. Tracks bias across sequential stages, separates model non-determinism from syst…
Agentic Regulated Decisioning
Production-grade agentic decisioning platform for regulated industries. Constant L0–L9 architecture — LangGraph orchestration, MCP context assembly, jurisdiction-aware governance,…
Campus AI Toolkit
MCP server for responsible AI education on campus — built on Anthropic's Model Context Protocol