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MCP servers tagged llmops
198 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.
Agent Prod
Production AI agent quality gate and risk control framework for LLMOps, agent evaluation, regression detection, gray release, audit, and observability
Skeinrank
SkeinRank — Domain Language Control Plane for enterprise search, RAG, and AI-agent workflows.
Omegaprompt
The overfit gate for your prompts: re-test the winning prompt on held-out examples it never tuned on, and block the ship if it doesn't generalize. Sits on top of promptfoo/DSPy. C…
Tokenometer
LLM cost calculator, token counter, latency benchmark, CI guardrail, MCP server, and VS Code/Cursor extension.
Systemprompt Demo
Manage Claude Desktop and Claude Cowork through an audited gateway with full visibility into prompts, tool calls, and costs.
LLM Wrapper MCP Server
Allow any MCP-capable LLM agent to communicate with or delegate tasks to any other LLM available through the OpenRouter.ai API.
Modelroute
Local model router / proxy across Ollama, vLLM, and cloud with fallback
Mcpvitals
Vital signs for your MCP servers: a one-command health check with a score, token-cost x-ray, tool-confusion detection, security hygiene, and 2026-07-28 migration readiness.
Ancilis
Agents change faster than audits. Ancilis discovers what agents can do, classifies the data they touch, activates the right controls, and continuously proves compliance. Trust you…
Harneloop
Build self-evolving AI agent harnesses with portable harness units, artifact-aware testing, trace-backed diagnosis, and evidence-gated promotion.
AI Workflow Framework Portability Kit
Portable, self-contained snapshot of a complete Claude Code setup — 36 specialist agents, 148 skills, plugins, MCP servers & host tooling. Clone, claude login, run one script, res…
AI Insights
Understand and improve how you use AI coding tools. A local web app that turns raw usage data into a live dashboard — token counts, costs, session history, and configuration healt…
AI Dev Team
Autonomous AI engineering team powered by LangGraph. Describe what to build — agents handle requirements, architecture, coding, review, testing, security, and CI.
Claude Cowork Playbook
Everything you need to use Claude Cowork and ship Claude agents: 3 production-shaped examples, Cowork skills, Docker/K8s deployment, and the governance nobody puts in the tutorial.
CNCF LLM Observability Multi Agent Demo
Meridian Claims: a real multi-agent health-insurance claims-adjudication system (CrewAI + MCP + Langfuse) demonstrating production-grade LLM observability
Agent Skill Forge
Spec-driven AI agent skill generator and verification pipeline for building, testing, repairing, and packaging production-ready agent skills.
AI For Architect
🚀 24-week AI Engineering journey with Python, LLM APIs, MCP servers & production patterns. Streaming clients, multi-provider CLI, token tracking. Perfect for developers entering A…
A2a Otel Kit
Vendor-neutral OpenTelemetry tracing for A2A agents and MCP services, with W3C context propagation and privacy-safe telemetry.
Ephorate AI Governance And Monitoring
Open-source control plane for AI agent security & governance — runtime policy enforcement, tamper-evident audit, prompt-injection detection (SIEM/EDR) and compliance mapping (NIST…
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.
AIObservability3.0
End-to-end Dynatrace observability for agentic AI workloads - services, agents, tools, prompts, models, topology, FinOps. Detects orchestration overhead vs substantive agents, sur…
Winnow
Local-first context compression for AI agents — content-aware, reversible, zero runtime deps. Cuts agent token usage 40-95% while keeping the signal.
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.