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MCP servers tagged mlops

20 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.

20
live servers
53
avg trust
5.6K
most stars
1

Awesome Llmops

tensorchord

An awesome & curated list of best LLMOps tools for developers

★ 5.6Kupdated 7 months agoCC0-1.0
86
2

Haystack Core Integrations

deepset-ai

Additional packages (components, document stores and the likes) to extend the capabilities of Haystack

★ 181updated 6 months agoApache-2.0
80
3

zenml-io/mcp-zenml

zenml-io

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

★ 43updated 6 months agoMIT
72
4

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…

64
5

Pixeltable

Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.

64
6

Awesome Opensource AI

Curated list of the best truly open-source AI projects, models, tools, and infrastructure.

64
7

Omni Lpr

habedi

A multi-interface (REST and MCP) server for automatic license plate recognition 🚗

★ 20updated 9 months agoMIT
63
8

Llamafarm

Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes

59
9

ClearML MCP

prassanna-ravishankar

lightweight MCP server for ClearML

★ 8updated a year agoMIT
54
10

Tensorboard Query

Alir3z4

A CLI tool and MCP (Model Context Protocol) server for querying and analyzing TensorBoard event files without requiring a running TensorBoard server.

★ 4updated 10 months agoGPL-3.0
54
11

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…

52
12

HealthChain

Python SDK for healthcare AI: connect models and agents to live EHR systems, skip the integration tax 💫 🏥

52
13

Kitaru

Durable execution for AI agents, built on ZenML

44
14

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.…

44
15

Rag Eval MCP Server

MCP server exposing RAG evaluation tools (judge, suite, gate)

37
16

Classifier Evals MCP Server

MCP server exposing classifier evaluation tools

37
17

Sentinel AIOps

A production-grade AIOps framework focused on model integrity and autonomous reliability. Features a LightGBM-driven multiclass inference engine via FastMCP, validated against dat…

34
18

Claude Scaffold

CLI tool that bootstraps a powerful agentic environment for OpenCode — agents, skills, memory-bank, MCP servers, pre-commit hooks

34
19

aegis-dq/aegis-dq

logged with cost and latency.

34
20

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…

34
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