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MCP servers tagged ai-engineering
127 live MCP servers tagged "ai-engineering", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-engineering.
Pilot Shell
Professional context and harness engineering for Claude Code and OpenAI Codex. Build production-grade software with spec-driven development, TDD, persistent memory, quality gates,…
Learn AI Engineering
AI engineering notes that keep the confusion in — RAG / Agent / MCP / AI-assisted coding. 52 docs, 27 interactive notebooks, 20 runnable Python examples.
Enterprise MCP Course
Learn to build from scratch an AI PR reviewer integrated with GitHub, Slack and Asana that scales within your organization.
Awesome AI Engineering
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
Peon Ping
Warcraft III Peon voice notifications (+ more!) for Claude Code, Codex, IDEs, and any AI agent. Stop babysitting your terminal. Employ a Peon today.
Hands On AI Engineering
A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.
Sample Genai On Eks Starter Kit
A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for: 🚀 AI Gateway (LiteLLM) 🤖 LLM Serving (v…
AI Engineering From Scratch
Learn it. Build it. Ship it for others.
AI Engineering Interview Questions
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
AI Engineer Notebooks
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, ag…
AI Engineer
Runnable AI engineering modules: agents, MCP, memory, RAG, voice, fine-tuning, MLOps, and security. One folder per module.
Tutorial Complete Guide
Comprehensive guide for building AI tools using Model Context Protocol (MCP). Learn to develop, secure, and deploy production-ready AI integrations.
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.
AI Engineering From Scratch Zh
《AI Engineering from Scratch》中文版：20 阶段 500+ 节课，从线性代数到 Agent、MCP，Python/TS/Rust/Julia 全覆盖
Shokunin
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.
Awesome LLM Knowledge Systems
The Map Everyone's Missing: LLM Knowledge Engineering in 2026 — First unified guide connecting RAG, Context Engineering, Harness Engineering, Skill Systems, Agent Memory, MCP, and…
AI Engineering Playbook
A zero-to-100 learning path for applied AI engineering — RAG, embeddings, vector search, agents, MCP, and the production engineering around them. 56 pages, built as a searchable s…
Cad Cae Copilot
CAD/CAE Copilot — an AI-native CAD/CAE/CAX workbench for AI agents. Text-to-CAD, text-to-CAE, real build123d/OpenCASCADE geometry, editable parameters, stable topology pointers, d…
Vybe Intelligence Vault
An auto-updating open-source vault for AI agents, RAG systems, MCP servers, prompts, tools, templates, and next-generation web development.
Wiki Book
AI Engineering practice and open-source book: learning, experiments, and judgment across LLMs, agents, RAG, MCP, and AI coding.
LoopEngineering CrashCourse
A free, open-source loop engineering curriculum: 14 steps, 20 loop kits, graded labs, and Loop Ready certification.
Bar Observatory
Deterministic, local-only audit reports for Claude Code AI agent sessions. Rust + SQLite. Zero network calls. MCP server for agents.
Context Engineering Bootcamp
Context Engineering for LLMs: structured notes on RAG, system prompts, MCP, Agents, and Memory Management — compiled from multiple expert sources.
Awesome Claude Shortcuts
Top 50 Claude shortcut hacks for faster prompts 🌟 Star if you like it! 🌟
Awesome Graph Engineering
🕸️ Engineer the organization, not just the agent. 565 curated resources · 9 design layers · 11 sections · 255 papers & preprints — a field guide, CC0 open dataset, and interactive…
Tech Tutorials
Практические курсы по backend-инженерии (Java/Spring и смежное) и заметки об инженерной практике AI-разработки. На русском, с рабочим кодом.
Erpaval
ERPAVal — autonomous software development. Six-phase Explore/Research/Plan/Act/Validate/Compound workflow with classifier-driven routing and a compounding lessons store.
Pairflow
An MCP server for AI-assisted Node-RED engineering. Pair-programming with an AI on Node-RED flows, without permission-prompt friction.
AI Native Engineer
Tracking my journey into AI engineering, one module at a time. Fundamentals to agents, with hands-on projects. Open to all.
Ecorp
Your 24/7 software factory with all of your human and agent team mates in one digital office. An entire AI company at work: Copilot, Codex, Claude Code & OpenCode crews, multiplay…
Ce AI
ce-ai orchestrates distributions of the open-source Compound Engineering Plugin — a suite of specialized skills, roles, and workflow guidelines for AI coding assistants.
Terfyn
A runtime for reliable multi-agent systems with durable workflows, resumable execution, and human-in-the-loop control
Multi Agent Orchestrator
Multi-agent orchestration built as production infrastructure: typed planning, a sandboxed tool registry, race-safe human-in-the-loop, deterministic replay, and a provably-terminat…
AI Engineering Labs
Hands-on AI engineering labs: OpenAI, Anthropic, Google, local models. From a first API call to an agent deployed live on AWS: RAG, LangChain, LangGraph & Deep Agents, multi-provi…
Vidtheque
Builders talk. Your agent listens. vidtheque turns the talks you didn't have time to watch into solid, timestamped knowledge with receipts — the sentence, the slide, and the secon…
AI Engineering Operating System
Autonomous AI engineering platform that transforms natural-language requirements into architecture, code, testing, security review, DevOps plans, SRE validation, and automated rec…
AI Agent Luodi Shizhan
AI Agent/RAG落地：框架选型、RAG与Eval、MCP、十坑自查与报价锚点；姊妹篇SaaS/MVP外包避坑。
Rahul Chaube Skills
The most comprehensive open-source AI skills library for LLMs, AI agents, prompt engineering, deep research, and production AI systems.
Modern AI Engineering Path 2026
Production-first roadmap for LLM APIs, RAG, Agents, MCP, Security & Deployment
AI Engineering Book
AI Engineering: From Software Engineer to Production AI Engineer — a complete textbook with runnable code, six projects and a capstone.
Mcpkg
Help your coding agent twig
Build Your Own Agent
The build-your-own-x of the AI-agent stack: the strongest from-scratch tutorial for each of 10 components, plus runnable zero-dependency reference implementations.
Engineerious.com
Agent-security tracking for engineers running AI in production. Next.js 15 + Postgres, with a Zod-enforced provenance schema that makes 'verified' impossible without a named human…
Claude Engineering Coach
A native Claude Code plugin that coaches you on your AI coding — analyze local Claude Code (and Codex/OpenCode) sessions via MCP tools and /coach commands. Local-only, read-only.…
Agentic Architecture Audit
Evidence-first architecture audit for AI-assisted codebases. A discovery pass records what a repo claims to be. An eleven-phase audit tests those claims, with citations.
AI Engineering Atlas
AI Engineering Atlas — The interactive map for understanding modern AI systems, architectures, and engineering patterns.
FrontierSignal
An AI engineering radar for frontier research, tools, and systems - filtering, ranking, summarizing, and delivering the updates that matter every day.
Tequio
Production-ready enterprise chatbot starter — RAG, declarative tool calling + MCP, layered memory, semantic caching, guardrails and evals. LangGraph · FastAPI · LiteLLM · pgvector…
Ewp
Store-neutral protocol for what an agent is entitled to treat as warranted. Five axes — acceptance, conflict, verification, currency, sufficiency — over a bounded evidence view. M…