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MCP servers tagged explainable-ai
22 live MCP servers tagged "explainable-ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with explainable-ai.
Dsh Memory
白箱AGI架构探索：元认知（自我认知循环）、持续学习（知识飞轮）、世界模型（条件空间+语义时空图）、自我改进（自举纪律）、零LLM白箱管线与可审计信任护栏。
Context Runtime
Context Runtime — a database query planner for LLM context. Decides what a model sees before it answers; plans it, runs it through reused substrate, and learns from the outcome.
TyKolt/kremis
first via redb (ACID). **Alpha**.
Emotion AI
The Aura Emotion AI system has chroma with a local embedding model, memvid qr code mp4 infinite memory, brainwave and neurochemical simulations, sociobiological reasoning, autonom…
Vigia Intent Analysis
DFIR intentionality engine for SIFT. Verdicts sealed before any LLM sees the evidence. Detects fabricated artifacts and false flags — not just what happened, but who benefits f…
Fraud Detection MCP
Fraud detection MCP server: Isolation Forest + Autoencoder ensemble, behavioral biometrics, agent-to-agent transaction protection, defense compliance (NITTF/SIEM/SEAD). 24 tools,…
Vector Rules
The model measures, your rules decide — and prove it. Vector math as a first-class operand in a deterministic Rete engine: policy lives in Git, every decision returns a proof tree…
Igl
IGL, Identity Governed Logic: a governed identity graph, policy engine and signed audit chain for AI agents. Every answer cites its records; every action leaves a receipt. Runtime…
Agentic BIM Compliance
This project replaces error-prone, 2-day manual structural reviews with a 4-minute Agentic AI workflow that parses IFC models for code compliance. It ensures structural safety thr…
ClimaSafe
Early warning system for heat and cold risk. Predicts personalized thermal mortality risk by age, sex, comorbidities and activity, with an ML ensemble (XGBoost + LSTM) calibrated…
Breezeml
A beginner-friendly, production-aware ML workflow layer for students, analysts, and AI agents. Train, compare, explain, export, and deploy scikit-learn models without the boilerpl…
Project Brain MCP
This is a MCP server which scan your given repo url of github / local project folder and explains you how the codebase works, understand you the architecture of the project, what…
AI Assisted Insights Agent
MCP agent translating natural language questions into explainable, reproducible data insights with built-in quality checks and semantic layer integration.
Explainable Diabetes Ml MCP
An explainable AI healthcare system that predicts diabetes risk using ML, MCP, and SHAP-based insights. It delivers transparent, clinically meaningful assessments through a modern…
Omegaclaw Launchpad
Story-first, Docker-only OmegaClaw onboarding: a real pinned no-key proof, persistent memory, MeTTa/NAL reasoning, readable receipts, safe coding-agent examples, and optional boun…
Memvid
🧠 Experience advanced memory management with Memvid, a tool for interacting with your knowledge base using LLMs and smart recall features.
Epistemos
Sovereign context, memory and provenance infrastructure for AI agents. Bitemporal knowledge, evidence and decision lineage, delivered to any agent over the EPCTX/1 protocol (SDK/R…
Finrisk Agent
AI-powered credit scoring with an explainable LangGraph agent, a FastMCP tool server, LightGBM + SHAP, and a live agent-reasoning dashboard.
Fraudgraph
Agentic fraud investigation on TigerGraph: takes a bank alert, investigates it across a 590,742-transaction graph, decides what kind of fraud it is and how far it goes, and recomm…
CrisisAssistAI
A trustworthy multi-agent AI emergency response companion powered by Planner → Worker → Evaluator architecture with memory, MCP tools, explainable AI, and verified resources.
RosterSpec
Deterministic verification, explanation, and repair for AI-assisted workforce scheduling.
Portfolio
End-to-end ML pipeline with leakage-safe preprocessing, MLflow tracking, FastAPI serving, SHAP explainability, and a Claude/MCP agent layer.