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MCP servers tagged llmops
231 live MCP servers tagged "llmops", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llmops.
Opencode Ollama Steroids
OpenCode + Ollama multi-agent workflow with builder/reviewer agents, headless runs, skills, validation gates, local session evidence, and redaction tools.
Orcho Core
Production harness and control plane for accountable AI-assisted software delivery
How To Set Up Openstack MCP Server
This Repo focusing on the OpenStack Model Context Protocol (MCP) server and its integration with Claude as an MCP client
Meta Layer Starter
A starter kit that provides guardrails for production codebases where AI agents do the writing. Includes review gates and supervision rules so nothing merges without a check. Buil…
Polaxis SDK MCP
Python SDK and MCP server for Polaxis - AI agent governance platform. Evaluate every tool call against policies in real time: block dangerous actions, enforce budgets, route to hu…
AI Infra Control Plane
AI Infrastructure OS control plane for governed private AI: policy, identity, audit, intent, MCP, FinOps, SLOs, Redis, Prometheus and OIDC on Kubernetes.
Agent Shared Fabric
Agent Shared Fabric: a governance layer for multi-agent coordination, receipts, memory lanes, MCP/skills registries, and runtime bridges.
Awesome Agent Failures
Production failure modes for LLM agents: symptoms, reproductions, mitigations
Soit
Governed Agent Runtime for Enterprise AI Systems — build, execute, observe, and govern AI agents with permissions, secrets, egress policy, audit, cost, and replay.
Livekit MCP Client
A Package That Gives Your Livekit agents the ability To use Model Context Protocol Tools
Hermes Loop Engineering
Hermes Agent starter kit for safe scheduled, stateful AI-agent loops
Electripy AI
Open-source AI Application Runtime for reliable, observable, and governable production AI systems.
Plateau
Bounded context for long-horizon LLM agents: carry a small re-grounded signal instead of replaying the transcript, so a parent agent's footprint stays flat as the task grows. Reco…
Switchyard
Detect when Claude silently falls back from Fable 5 to Opus 4.8, log it to a local tamper-evident ledger, and keep your work on the frontier model.
Deep Dive Capstone
Codebase Q&A with (path:line) citations — the capstone of a from-scratch AI-engineering series. Built in 8 eval-gated stages (chat → RAG → agents → hardening → production), provid…
Flare Agent
企业级 AI Agent 平台，对标 OpenAI Codex / Claude Code / DeepSeek Harness。Enterprise-grade AI agent platform: RAG, MCP, Skills, multi-model routing, microVM sandbox, Alibaba Cloud OSS, des…
XOne
XOne - The Open Agentic Studio
Fde101
A practical, book-style field guide for Forward Deployed AI Engineers covering LLMs, production RAG, agents, LangGraph, evaluation, LLMOps, security, code examples, and interview…
Rest Gateway 1771916753 3
Provide a RESTful API gateway that manages authentication and enforces rate limiting for secure and controlled access to services.
RAAAL
Quick demo for regime aware asset allocation based on: https://ora.ox.ac.uk/objects/uuid:1a421d83-a010-484e-83c1-504bc9f1cbbf/files/d7s75dd17x and https://rpc.cfainstitute.org/sit…
Worldoracle
World-state belief management and contradiction repair for AI agents
Agentic Regulated Decisioning
Production-grade agentic decisioning platform for regulated industries. Constant L0–L9 architecture — LangGraph orchestration, MCP context assembly, jurisdiction-aware governance,…
Pytest Resilience Agent
pytest plugin that runs your LLM app under controlled chaos (timeouts, brownouts, rate limits, MCP errors, composed failures) and asserts it still meets its contract
Aindy Runtime
Self-hosted runtime for AI agents and workflows. Durable execution, capability-gated tools, human approval gates, and a memory system that accumulates. Runs survive restarts and r…
Balancelab
Economy balance analysis and exploit detection for AI game agents
Meterly
Where your Claude Code spend actually goes — per project, model, MCP server, MCP tool, session and branch. Budgets that warn before you overrun. Local-first, zero deps, no API key.
Inferwatch
Real-time and historical metrics for locally served LLMs (Ollama and vLLM) — dashboard, HTTP API and MCP server. One process, one SQLite file, never in the request path.
Corex Agentos
Open-source AI agent control platform for orchestrating, executing, governing, tracing, and evaluating production AI agents.
HumanWrite X MCP Server Adaptive LLM Based Content Humanization System
a MCP server for professional-grade neuro-stylistic content humanization engine designed to neutralize commercial AI detectors. By integrating advanced stylometric entropy, syntac…
Agentic Gen AI Frameworks MCP VectorDB
A comprehensive collection of modern Agentic AI and Generative AI frameworks used to build autonomous, multi-agent, and production-ready AI systems. Covers LangChain, LangGraph, C…
AI Incident Monitoring Rca Agent
Autonomous Level-1 SRE Incident Triage Agent built with LangGraph, FastMCP, and FastAPI. Evaluated on 30 golden incidents with 100% verified RCA and 0.0823 ECE.
Enterprise Code Security Agent
Autonomous Multi-Agent Code Review & Security Pipeline built with LangGraph, FastMCP, AST Scanners, and Human-in-the-Loop Governance.
Sysinfo MCP Server
MCP server exposing live system metrics to Claude -CPU, memory, disk, processes, and network info
Agentic AI Workspace
Production-grade Agentic AI workspace using Next.js, FastAPI, LangGraph ReAct, and Model Context Protocol (MCP) tool orchestration.
Agentsmith
Config-first scaffolding and orchestration for multi-agent workflows
Hermes Observer
Read-only observability layer for long-running local AI agents
Definitive Agent Harness Guide
The Definitive Agent Harness Guide — 7 levels of agent engineering, from prompt hacking to distributed intelligence. 1500+ lines, 60+ research sources, production-tested patterns.
Ctxlayer Release
CTX Layer: context engineering, memory, governance, MCP, and impact analysis for AI coding agents like Codex.
Enterprise AI Architecture Portfolio
Sanitised enterprise AI architecture case studies covering agentic systems, AI governance, observability and AI FinOps.
Cycles Claude Plugin
Hard budget enforcement for Claude Code tool calls — PreToolUse gating, AI-agent cost control, Cycles usage metering, and MCP budget tools.
Awesome AI Toolkit
Curadoria opinativa de ferramentas de producao pra construir com IA: agentes, RAG, backend, chatbots, MCP e observabilidade.
A MCP Runmeter
MCP server for LLM and agent run telemetry: cost, tokens, latency, and reliability observability
Agentcrdt
CRDTs for distributed AI agent state and conflict-free belief merging
Cmc Os Architecture
Public architecture notes for CMC OS, a local-first agentic workflow control plane for multi-agent orchestration, MCP/tool execution, audit gates, and human-in-the-loop AI workflo…
Toolguard
Runtime allowlist and policy for agent tool-calls
MiSec
TrustOps Agent enterprise digital touchpoint trust operations and authorized security analysis platform
Promptpack
Versioned prompt / template registry with A/B and rollbacks
Prasad Portfolio
VP / Head of AI Engineering portfolio — 14 production AI demos, governance-first architecture. prasadkavuri.com
Multi Agent Productivity System
This is an advanced n8n multi-agent system capable of managing your google calendar, google tasks, gmail inbox, generating financial reports with plots, all through Telegram.
Hybrid Observability AI
Agentic framework for unified full-stack observability and cloud LLMs