- Conduid
- Marketplace
- #mlops
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.
Awesome Llmops
An awesome & curated list of best LLMOps tools for developers
Haystack Core Integrations
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack
zenml-io/mcp-zenml
MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines
Flyte
Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)
Agents Towards Production
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable…
Pixeltable
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
Awesome Opensource AI
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
Omni Lpr
A multi-interface (REST and MCP) server for automatic license plate recognition 🚗
Python Template
This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and…
Llamafarm
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Tensorboard Query
A CLI tool and MCP (Model Context Protocol) server for querying and analyzing TensorBoard event files without requiring a running TensorBoard server.
AI Engineer
Runnable AI engineering modules: agents, MCP, memory, RAG, voice, fine-tuning, MLOps, and security. One folder per module.
Flama
The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native…
HealthChain
Python SDK for healthcare AI: connect models and agents to live EHR systems, skip the integration tax 💫 🏥
AI Platform Engineering
CAIPE is an open-source AI platform for building, deploying, governing, and operating AI agents and agentic workflows for platform engineering and beyond.
AI Engineering Lab
A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vertex and Bedrock, and Databricks. 43 runnable noteb…
Awesome Fde Resources
A curated collection of resources, tools, practices, case studies, and opportunities for Forward Deployed Engineers.
Kitaru
Durable execution for AI agents, built on ZenML
Veritensor
The Anti-Virus for AI Artifacts & RAG Firewall. A static analysis tool scanning Models and Notebooks for RCE, Datasets and RAG docs for Data Poisoning, PII, and Prompt Injections.…
Global Capacity Orchestrator On AWS
AI/ML and HPC at planetary scale. One API. Every Accelerator. Any Region. MIT-0 licensed
Python Template
Generate production-ready Python and AI stacks by combining frameworks, data engines, tooling, and cloud deployment.
Awesome AI Tools
AI Tools Knowledgebase
Awesome AI Tools
AI Tools Knowledgebase
Vibetrack
Modern experiment tracking that follows you across servers, messengers, and LLMs.
Airom
Open-source AI Bill of Materials (AIBOM) scanner: inventories AI models, datasets, prompts, embeddings, vector DBs & RAG pipelines across code, containers & Kubernetes — with file…
Awesome AI System Design
800+ real-world ML & LLM system design case studies from 150+ companies Google, Meta, Netflix, Uber, Airbnb & more. Production AI, not theory.
MCP Server Attestation
Auditable research provenance as local-first MCP tools. The claim checker, paper feed, knowledge graph and symbolic math assume nothing about your field — any results JSON or CSV…
Rag Eval MCP Server
MCP server exposing RAG evaluation tools (judge, suite, gate)
Classifier Evals MCP Server
MCP server exposing classifier evaluation tools
AI Native Engineer
Tracking my journey into AI engineering, one module at a time. Fundamentals to agents, with hands-on projects. Open to all.
AI Engineer
Runnable AI engineering modules: agents, MCP, memory, RAG, voice, fine-tuning, MLOps, and security. One folder per module.
Sagemaker AI MCP Server
MCP Server that uses SageMaker AI APIs to monitor and manage resources.
100x Engineer Roadmap
12-week intensive to become a 100x AI engineer — LLMOps, RAG, agents, MCP, and MLOps built around an EV fleet AI platform
Unified Docs Hub
The ultimate MCP documentation server - 170+ curated repos, 11,000+ docs, full-text search for AI assistants
Almanac
An ML platform for work-queue risk, built on the GitHub public event firehose. Point-in-time-correct feature store, PySpark medallion, MLflow serving, and a bounded LLM agent whos…
Cpt AI
AI-powered benchmark regression analyzer with CLI, REST API, and interactive Dashboard. Compares cloud performance runs via OpenSearch + LLM, with automated regression detection.
Comfyui On Openshift
Stock ComfyUI for a whole team on one scale-to-zero GPU pool — cluster SSO, fair queueing, VRAM-tier routing, per-user showback with FOCUS chargeback, and GPU workers unreachable…
Datameshops
Autonomous Data Remediation & Production ML Governance Platform — Build with DataHub Agent Hackathon
Knovaryn
Open, MCP-native training-data foundry: turn permitted documents into traceable, quality-gated SFT and preference datasets.
Attestation
Auditable research provenance as local-first MCP tools. The claim checker, paper feed, knowledge graph and symbolic math assume nothing about your field — any results JSON or CSV…
Search Server
An MCP (Model Context Protocol) server that enables LLMs like Claude Desktop to perform web searches. Supports multiple providers (Google, Brave, Tavily) to give AI agents real-ti…
Orchestrator
Model Context Protocol Orchestrator is NOW OFFICIALLY another dead repo, it's documentation is for research purposes, “advanced context compression and task decomposition system…
Agentic AI
Agentic AI — From Concept to Production
Sentinel AIOps
Transform CI/CD failure logs into real-time automated anomaly detection and root-cause classification using supervised machine learning.
Claude Scaffold
CLI tool that bootstraps a powerful agentic environment for OpenCode — agents, skills, memory-bank, MCP servers, pre-commit hooks
aegis-dq/aegis-dq
logged with cost and latency.
Steelbot MCP Sales Agent
Conversational AI sales assistant — LangGraph agent + custom MCP server (FastMCP/SSE) over PostgreSQL, with Evidently monitoring, GitHub alerting and full Docker Compose / CI-CD s…
Autonomous Anomaly Detection And Response Platform
This platform handles the entire lifecycle of an industrial anomaly detection system
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…
Inferbench
Benchmark local LLM inference speed (tokens/sec) on your own hardware — llama.cpp native + cloud APIs, 124-model catalog, optimal-quant picker, and an MCP serve mode.