- Conduid
- Marketplace
- #responsible-ai
MCP servers tagged responsible-ai
35 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
Awesome Foundry Nextgen
Hands-on labs for Microsoft Foundry - Azure's unified PaaS for enterprise AI. Notebooks + Bicep covering provisioning, agents (incl. hosted Copilot SDK + REST), MCP, Foundry IQ kn…
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
Trust Layer
Certifying proxy for agent-to-agent transactions — SHA-256 proof chain, Ed25519 signatures, RFC 3161 timestamps, Sigstore Rekor
C1760 AB 620 Microsoft Certified AI Agent Builder Associate
Aligned courseware & 20 connected hands-on labs for AB-620 Microsoft Certified AI Agent Builder Associate (C1760) - from solution design and RAG to multi-agent evaluation and Powe…
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…
Trust Layer
Certifying proxy for agent-to-agent transactions — SHA-256 proof chain, Ed25519 signatures, RFC 3161 timestamps, Sigstore Rekor
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…
Delphai
DELPHAI - multi-agent certification-readiness council on Microsoft Foundry (Agents League Battle #2). Real Foundry IQ on Azure AI Search, 11 hosted agents, GO/NEGOTIATE/NO-GO.
Mandatepay
Authorization firewall for agentic payments: signed mandates, policy-as-code, human approval and verifiable audit.
SAGE
Official implementation of SAGE: A deployment-oriented evaluation framework for LLM-based autonomous agents (IEEE Transactions on Artificial Intelligence).
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
Infovoto Docs
🦙🗳️ InfoVoto Perú 2026 (Voti) — a responsible-AI citizen electoral assistant. Documentation & architecture hub: 2-pass LLM agent, MCP orchestration, RAG, grounded in JNE/ONPE data.
Claude Hackathon MCP
Alma's FastMCP memory server — 4-layer memory, semantic search (pgvector) & deterministic crisis detection.
Operations Context Demo
Read-only MCP context demo with bounded retrieval, source provenance, and conservative publication controls.
EU AI Act Agent
Microsoft 365 Copilot declarative agent for EU AI Act guidance — ask risk-classification, obligations, deadlines, penalties, GPAI, Annex IV, and article questions inside Copilot C…
Pii Shield
A secure, production-grade Model Context Protocol (MCP) server providing read-only PostgreSQL query execution with automatic PII masking, session-based pseudonymization, and telem…
Northstar AI
Decision-grade AI transformation studio: strategy, governed agents, AWS architecture, Responsible AI and reproducible evaluation.
Geo Explorer Trustpath AI
Protótipo educacional de capacitação responsável em IA com dados sintéticos, testes automatizados e MCP read-only.
TARA Regulatory Change Agent
TARA: a governed regulatory change-to-action agent prototype with deterministic safety gates and auditable evidence
.github
Org profile and community health files for Responsible AI Labs. RAIL Score: LLM evaluation across 8 dimensions, guardrails, MCP server, red-teaming, and India DPDP / EU AI Act com…