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MCP servers tagged mlops
90 live MCP servers tagged "mlops", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with mlops.
Vertex AI MCP
MCP server for Google Vertex AI — 181 tools covering all v1 REST API endpoints
Flama Examples
A set of curated examples showcasing Flama's capabilities
Agentic Experiments
Hypothesis-first experiment tracking for agent-driven ML research, wired into Claude Code.
AI Roadmap
AL/ML learning Gym including traditional ML, deep learning, fine-tuning, Gen AI, Agentic AI. Everything from experiments to production with evaluation and observability.
First Scan Otif
Calibrated GBT (isotonic XGBoost) scores first-scan promise-miss risk on public Olist data. Exception handling policy; LangGraph/MCP agent executes it in simulation. Judged on bus…
AutoDS Copilot
A no code AI data science copilot. Point it at a spreadsheet and it runs the whole machine learning workflow, then explains the result in plain language. Built with scikit learn,…
Resilio
AI cybersecurity advisor for SMBs - LangGraph ReAct agent with RAG over NIST CSF / SP 800-53 / CIS Controls v8, MCP HTTP server, Langfuse tracing, RAGAS eval.
Genai Friendly Architecture
Architecture pattern for building AI-ready systems without framework lock-in. Build today without commitment, maintain flexibility for tomorrow.
Syntax Supercut Studio
Browse a curated list of top AI tools, models, and frameworks to accelerate your development work.
Shengwei Peng
Senior AI Engineer · I build AI agents — and the evals that prove they work · Agentic AI · Agent Skills · SDD · LLM · RAG · MCP · Rust
Auto Ml
Domain-aware AutoML platform with agentic LLM workflows, MCP-based tool orchestration, containerized execution, evaluation, monitoring, and deployment-oriented ML pipelines.
Blast Radius
Autonomous ML supply chain guardian on the DataHub metadata graph, finds every model in the blast radius of an upstream change, files evidence-backed incidents, blocks bad deploys…
Prompt Based Moderation With LLM
A comprehensive real-time moderation system for streaming chat applications using Large Language Models, designed to integrate with GPT4ALL, Mistral or DeepSeek LLM deployment on…
Agentic Regulated Decisioning
Production-grade agentic decisioning platform for regulated industries. Constant L0–L9 architecture — LangGraph orchestration, MCP context assembly, jurisdiction-aware governance,…
Ml Experiment Tracker
MCP server that gives Claude direct access to your ML experiment database
Multi Agent Orchestration With MCP And A2A
A production-ready multi-agent orchestration architecture integrating Model Context Protocol (MCP) and Agent-to-Agent (A2A) communication patterns.
Harness Ml
An Agent-Computer Interface (ACI) for AI-driven machine learning.
Bfsi Credit Intelligence
Agentic AI loan underwriting platform for Indian BFSI sector. LangGraph v0.3 + 5 MCP servers (Bureau, GST, KYC, RBI Compliance, Account Aggregator) + XGBoost + SHAP + Kafka. RBI/D…
AI Skills Library
A professional collection of 97 specialized AI skills for autonomous agents and advanced developers.
Ml Oncall Agent
Multi-agent ML incident diagnosis over MCP: correlates drift reports, eval runs and deploy logs to answer 'why did last night's run regress?'. Deterministic verdict, every claim c…
Educational Agentic Rag
Agentic RAG server using FastMCP + Pinecone that automates weekly lesson planning for primary school teachers and exports formatted Excel files
Metaflow MCP Server
MCP server to inspect Metaflow runs, logs, and artifacts from your coding agent.
Ml Monitor
MCP Agent for ML Model Monitoring & Drift Detection — statistical drift analysis (KS-Test, PSI, Wasserstein), performance tracking, alerting system, LangFlow visual pipeline, and…
ENTERPRISE AI AGENT EVALUATION PLATFORM
MCP-style AI agent evaluation platform for RAG workflows with quality gates, canary validation, regression reports, and OpenTelemetry-compatible traces.
Datahub Provenance Sentinel
Pre-deployment gate that blocks ML models whose features are derived from the prediction target, proven by DataHub lineage rather than inferred from column names.
Energyevals
AI agent evaluation framework for energy analytics — multi-provider LLMs, benchmark runner, MCP-based tool ecosystem.
Argus AI Reliability Platform
Self-healing AI reliability platform: LangGraph multi-agents + MCP tool execution + RAG-grounded Gemini evidence to detect, diagnose, and safely recover from LLM/RAG/agent failure…
Praxis Datahub
Evidence-bound remediation agent for DataHub-governed data products. Turns one schema-drift incident into a proof-carrying, verified dbt change set — with an MCP server and a Data…
Scholar AI
Production-grade AI research assistant built on Model Context Protocol (MCP) with multi-turn conversations, hybrid context management, and enterprise deployment on GCP
Forecast Sentinel
An agent that stops silent ML model invalidation using DataHub's end-to-end ML lineage. Built for Build with DataHub: The Agent Hackathon (Production ML Agents).
AI Stack Doctor
Deep health checks for modern AI infrastructure — 44 company profiles across 5 regions, 14 compliance frameworks, governance auditing, MCP integration, and trend dashboard
Openxnet Server
OpenXnet by SynapXnet: enterprise AI employee collaboration, governed MCP tools, evidence chains, approvals, verification, and auditable execution.
Annotide
Self-hosted data annotation and labeling platform for images, video, audio, text, PDF and LLM evaluation. Your storage, your models, your cloud.
SkyPilot
Automate Elytra flight, navigation, and landing for Meteor Client with intelligent pathfinding and rocket management.
Sentinel AIOps
Transform CI/CD failure logs into real-time automated anomaly detection and root-cause classification using supervised machine learning.
Portfolio
End-to-end ML pipeline with leakage-safe preprocessing, MLflow tracking, FastAPI serving, SHAP explainability, and a Claude/MCP agent layer.
Weather MCP Server
Contains a weather MCP server having tools exposed to claude desktop and client. Also contains claude configuration as well client for simulation purpose. Now Easily talk to Claud…
Tb Query
📊 Query TensorBoard event files directly with tb-query for fast analysis, statistics, and integration without needing a running TensorBoard server.
Faultline
Structural ML failure detection on the DataHub metadata graph. Your model did not drift - your graph did.
Limbi
No description published.