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MCP servers tagged ai-engineering
147 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.
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…
Dobby Aidev
Founder & AI Systems Architect at Dona Codex | Creator of Agent Critiq | Building Autonomous AI Systems, Multi-Agent Architectures
Agentic Dev Env Kit
Open-source starter kit for agentic AI development. Includes Docker-based dev environment, MCP servers, local and cloud LLM support, VS Code Dev Containers, automation scripts, an…
Skill Awesome
Skill that will help you during vibe coding
AI Community
Open AI community by Data Science Research Perú. Learn, build and share projects in AI, Agents, RAG, MCP and AI Engineering.
Agent Engineering Roadmap
从会调 LLM API 到能把 Agent 送上线：按依赖关系排的六阶段学习路线（中英双语）· An opinionated roadmap for becoming an AI agent engineer
Loop Engineering Opentine
Loop engineering with verifiable provenance: every iteration of a branching agent loop becomes a recorded step in a content-addressed opentine artifact you can diff, fork, resume,…
Deep Research
A human-gated, 7-phase agentic deep-research skill for Claude Code. Fans out across the open web (Tavily), GitHub, academic open-graphs (OpenAlex/arXiv/Semantic Scholar), and live…
Mcpkg
Help your coding agent twig
AI Engineering Hub
In-depth tutorials on LLMs, RAG, AI Agents, MCP, and real-world AI engineering projects. 93+ production-ready projects.
Groundwork
An agent that answers questions about AI engineering from a knowledge base about AI engineering, so every answer is also a worked example of the retrieval that produced it. LangGr…
Fde Guide
A field guide for FDEs and applied AI teams: value engineering and production architecture.
Finance Agent MCP
LLM agent with finance tools (tool use), exposed as both a CLI agent and an MCP server. Claude/OpenAI · FastMCP · fully unit-tested tools.
Claude Code For AI Engineers
Open-source preview of *Claude Code for AI Engineers* - a methodology-first skill pack for RAG eval, agent debugging, MCP servers, paper reproduction, and benchmark reporting. Ful…
Sqlite Bridge
Model Context Protocol server for SQLite that is read-only by default — write tools are not advertised unless the server is started with READ_ONLY=false — with Zod-validated tool…
AiAgents
AI agent patterns in C# / .NET 10 — 6 working projects covering tool orchestration, ReAct loops, RAG with grounded retrieval, MCP server implementation, and agent memory systems.…
Agent MCP Rag Projects
Physical AI & Humanoid Robotics textbook (8 chapters, Docusaurus, RAG chatbot on Qdrant + Gemini, Urdu localisation) and a full-stack multi-agent todo app (OpenAI Agents SDK, 6-to…
Fde Learning
A practical Chinese guide to becoming a Forward Deployed Engineer (FDE).
Awesome Agentic AI
Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.
Mobile Bridge
Empowering Gemini Mobile with decentralized, direct SSE-MCP integration. Bridging mobile AI with private standards and public tools via zero-proxy, client-side requests.
Sloplesscode
Local-first memory, knowledge, and coordination server for AI coding agents.
AI Portfolio Manager
An autonomous LLM fund that scores its own stock predictions — Brier score, calibration curves, eval + ablation harness — and serves its full decision history over MCP. LangGraph…
Dataaihub Cookbook
Runnable reference implementations for AI engineering — RAG, AI agents, MCP, and RDF/Knowledge Graphs.
Omarchy 4 AI Agent MCP
MCP server that gives any LLM full control over an Omarchy Linux desktop — themes, tiling, screenshots, audio and more
Contributions
My merged contributions to openai/openai-agents-python — a NoneType crash in Agent.clone() with a reproduction and fix, plus a tracing-module fix — with the diagnosis and diff for…
Enterprise Automation Workflow Platform
Enterprise AI workflow automation platform demonstrating centralized orchestration, Model Context Protocol (MCP) integration, modular connector architecture, and enterprise-grade…
TheAIE
This repository presents four Capstone projects developed as part of the "the AI Engineer" program
Fine Tuning Os
Zero-Data fine-tuning operations MCP server - 64 tools for the full LLM fine-tuning delivery lifecycle, callable by Claude Code
Shipmcp
Turn an OpenAPI spec or local script into a production-ready MCP server in minutes.
AI Agent Kits And Spec Skills
Codifying a codebase's real conventions into drop-in agent kits so AI coding agents write code that passes review. 16 model-specialized agent definitions, conventions derived by m…
Ops Server
A reference MCP server giving an LLM agent safe write access to a real operations database: derived state, idempotent ingestion, FIFO costing, audited tool surface.
Nimbus Copiloto
Servidor MCP y copiloto de IA para un helpdesk de soporte. Proyecto de aprendizaje de AI Engineering sobre una empresa ficticia (Nimbus S.A.S.): MCP, agentes, evals, RAG y producc…
Hybrid Rag MCP
Self-hosted RAG service exposed over MCP: hybrid retrieval (BM25 + kNN, RRF fusion) on OpenSearch, multi-provider embeddings, Python 3.11, mypy strict
AgenticAI OnRamp With Langgraph
Branch-based learning repo for Agentic AI and LLM engineering with LangGraph: ReAct tool calling, Agentic RAG, MCP, Reflection, Reflexion, Human-in-the-loop memory, and DeepAgents…
AI Engineering Course
A hands-on course on AI engineering. Each session pairs the concepts with a real working project, so you learn by building.
JAVA Ile Yapay Zeka Muhendisligi
Udemy eğitimi: JAVA ile Yapay Zeka Mühendisliği | Spring AI, RAG, LLM, MCP uygulamaları
AI Engineer Vault
Build production-ready AI systems with vendor-neutral patterns for LLMs, retrieval, and agents.
AI Engineering Production
AI Engineering Roadmap 2026 🚀 | Build & Deploy AI Apps from Scratch
Giovanniromero Dev
GitHub profile for a Full Stack Developer & AI Engineer building LangGraph agents, MCP integrations, agentic systems, automation, and security-aware full-stack AI products.
Multi Agent System A2a MCP
A production-style multi-agent system that generates context-aware briefs. Built on MCP + A2A, with persistent memory (Chroma), dynamic tool routing, self-critique, distributed tr…
Kiro Skills Library
Battle-tested Kiro CLI skills, steering files, and MCP integration patterns for engineering workflows
Compliance Watch
Contract and invoice compliance auditor built with Claude API. Hybrid RAG, tool use, MCP server, prompt evaluation, extended thinking. Full pipeline — not a chatbot.