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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.
Stdapi.ai
Self-hosted AI gateway for Amazon Bedrock. OpenAI, Anthropic and Cohere compatible APIs, plus Amazon Polly, Transcribe and Comprehend.
Aigate
A self-hosted AI platform — inference, tool use, browser automation, image generation, speech synthesis, transcription, object storage, agentic code execution, and more — behind a…
Awesome AI Coding Agent Tools
A curated list of tools, libraries, MCP servers, and frameworks that power AI coding agents.
Auditable
Audit any agent decision across its past, present, and future, on one typed graph.
Fak
Agentic Runtime
Omadia
Self-hostable agentic OS. Build, run & audit multi-agent AI teams from signed plugins. Bring your own LLM key, own all your data, EU/GDPR-ready.
AGENTS.md Generator
Generate, preserve, and verify lean AGENTS.md, RUNBOOK.md, and machine-readable repo context for AI coding agents.
Frugal
Run AI agents cheap, local, and verified — metering, cost routing, cache, eval, MCP cost server. Offline, zero-dep, Apache-2.0.
LLM Router
MCP server integration for llm-router
LLM Cost Telemetry
MCP server exposing LLM cost telemetry as Model Context Protocol 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.
Melaya
Governed AI agents that actually do the work - in the cloud or on your own machine - across business systems, real browser tabs and real Android apps. Visual builder, MCP server,…
AgentDesk
Local visual debugger for AI agent runs: replay failures, inspect prompts/tools/results, and export redacted evidence.
Skillhub
Local skill registry and installer for AI agents
Sosa
SOSA™ — Supervised Orchestrated Secured Agents. A governance framework for production-grade autonomous AI operations.
AI Runtime Platform
AI Infrastructure OS execution plane: OpenAI-compatible gateway, MCP tool governance, intent proxy, vLLM/KServe/KEDA, OIDC, Redis and telemetry.
Agentic Lab
A lab exploring agentic AI for Cloud and DevOps, built as small, runnable demos. Work in progress.
Vocion Core
Open source agent workforce platform. Next.js + Postgres + MCP server for AI agent teams with human-in-the-loop review, built in.
Bookofspells
📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
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
Atlas Agentic Rag
ATLAS: Agentic RAG as one coherent system — hybrid search + reranking + knowledge graph, tool-calling over MCP, multi-model routing, guardrails, and a real eval harness. Runs full…
AI Security Platform
Control plane for enterprise AI security: inline runtime guardrails, automated red teaming with auto-remediation, AI asset posture (AI-SPM), and compliance governance. Python cont…
Multi Agent Graph Memory
Persistent graph memory architecture for multi-agent AI systems using Graphiti, FalkorDB, and MCP.
Devops AI Implementation Ideas
A collection of practical, implementation-focused ideas showing how AI can be integrated into DevOps, Platform Engineering, Cloud, CI/CD, SRE, Security, and Infrastructure workflo…
Caliber Suite
Open-source MLflow plugin for AI agents and agentic workflows: prompts, tools, skills, MCP servers, RAG knowledge bases, evaluation, deployment, observability, and Aria copilot.
AI Engineering Book
AI Engineering: From Software Engineer to Production AI Engineer — a complete textbook with runnable code, six projects and a capstone.
Agentic Dart
Automate digital forensics and incident response tasks using an autonomous agent aligned with MITRE ATT&CK frameworks.
Protocolbox
The Standard Library for the Agentic Web. A collection of verified, high-performance MCP tools designed to give AI Agents reliable superpowers.
Vstack
AI agents fail like junior teammates, looping on bad ideas, ignoring feedback, and escalating commitment. vstack ports 34 of the most-cited organizational-behavior frameworks so y…
Agentenna
Agentenna is the awareness layer for AI agents — a live, token-bounded view of what's happening, rendered straight into context.
N8n AI Agent Delegator
Multi-agent AI task delegation architecture for n8n: orchestrator routes natural-language commands to specialist agents with confidence scoring and human-in-the-loop gates.
Omniswarm
Self-hosted trust layer for cheap AI: offload bulk LLM work to free models, QC'd by a multi-model council — a vetted answer + confidence verdict at $0. OpenAI-compatible.
Tokenfuse
TokenFuse — runtime control for AI agents: per-run budgets, loop detection, burn forecast, kill-switch. Observability shows the fire; TokenFuse is the automatic extinguisher.
Mcpgauge
Self-hosted evaluation framework for MCP servers. Define YAML test suites, run agents against MCP tools, score with LLM-as-judge rubrics, and monitor results in a FastAPI dashboar…
Fluiq SDK
Instrument any LLM app in 2 lines. Tracing, evaluation, security, and caching for OpenAI, Anthropic, Gemini, LangChain, MCP, and more.
AI Keystone
"The INFRA Layer" that "Agentic AI applications" Run on. If the LLM is the CPU, this is the Operating System: Durable Agent Execution, A permissioned tool Boundary, Memory Tiers,…
Awesome Verified Agents
Tools that produce evidence about what an AI agent actually did — gates, attestation, output verification, benchmarks. Inclusion bar: name the artifact a human can inspect later.
Mini Omega Lock
Measure your LLM judge's noise floor — an A/B improvement smaller than the judge's own noise isn't real. Pre-flight probes for prompt-eval setups; works standalone and with omegap…
TracePad
LLM observability and evals in a single binary: traces, prompts, datasets, scores and review queues for LLM and agent apps. Self-hosted, SQLite inside, OpenTelemetry-native, MCP a…
Support Copilot
Customer-support AI agent: LangGraph supervisor + specialist handoffs, deterministic tools, human-in-the-loop refunds, guardrails, embedded eval gate, Langfuse traces, MCP. Fully…
Memoturn
Open-source AI engineering platform — LLM observability, evals, metrics, prompt management, playground, and datasets. OpenTelemetry-native, self-hostable. Because "it worked when…
Knovaryn
Open, MCP-native training-data foundry: turn permitted documents into traceable, quality-gated SFT and preference datasets.
Enterprise Agent
Enterprise control-plane Agent with Web Console, CLI/API, Runtime, memory, skills, policy, approval, replay, audit, rollback, providers, and mock-safe external adapters.
Agent Reliability Toolkit
Test AI agents repeatedly, measure reliability, classify failures, and catch regressions before production.
Agent Neutral Harness
Reliability, memory, and model-routing for AI coding agents — you keep your agent loop, pass it in as execute_fn(model, task). Local-first, MIT.
LLM Hops
See every hop of a request through your local LLM system: a tracing server, a live flow map, a waterfall per request, and an MCP server for Claude Code and Cursor. One static Go b…
TypeFerence
A typed coherence layer for portable organizational AI agents.
Jwrede/llmprobe
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throughput, and errors across OpenAI, Anthropic, Google, Azure, Bedrock, and local servers (vLLM, SGLang,…
Acornops
Open-source, self-hosted AI-assisted operations for Kubernetes and Linux. Start here for source, architecture, deployment, and contributions.
AgentNull
AgentNull: AI System Security Threat Catalog + Proof-of-Concepts. Collection of PoCs for using Agents, MCP, and RAG in bad ways.