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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.
Trilha Engenharia Ia Aplicada
Currículo autoral e teoria-primeiro de Engenharia de IA Aplicada — 104 lições em 17 módulos, do zero (álgebra linear, ML) até LLMs, RAG, agentes e MCP, com exercícios e soluções…
Agnis Workflow
Production-grade Claude Code setup for solo product engineers. Monorepo + 15 MCP servers + safety guards + skills. How one developer ships 10+ products in parallel.
AI Engineering Learning
An eight-day, agent-first AI engineering curriculum for non-technical learners.
Techlab AI Portfolio
AI Engineering Portfolio — TechLab AI Framework: hybrid RAG, MCP servers, multi-agent pipeline, human-in-the-loop governance
AI Engineering Stack
Field-tested AI-engineering toolbox — the models, MCP/agent infra, RAG, voice, and app stack I build and ship with.
AI Engineer Research
Evidence-first research across AI Engineer talks using a public transcript MCP and a standalone Codex skill.
Claude Code Stack
How a non-developer ships production SaaS with Claude Code — real config, workflows, and results
Agentic Workflow Lab
Agent-ready reference repository for Codex, Copilot, Claude Code and Cursor with AGENTS.md, subagents, skills, policies, validation scripts and MCP-style tooling.
Bm25s Retriever
Lexical routing layer for LLM tool selection. Filter MCP-discovered and registry tools before prompt assembly using fast BM25S retrieval.
Henry Masterclass
A MasterClass about MCP in AI Engineering
AI Knowledge Hub
The world's best open-source AI & LLM engineering resources curated, annotated, and organized. Covers RAG, agents, fine-tuning, prompt engineering, vector databases, transformers,…
Github Pr Reviewer
Codex-powered MCP server for reviewing GitHub pull requests and saving approved reviews to Notion.
Document Chat
A Claude CLI chat client backed by a Model Context Protocol server — FastMCP tools, resources and prompts, with a 27-test suite.
Forward Deployed AI Engineer Data
Aggregated 2026 salary curves, 3-stage interview blueprints, case study rubrics, and the 90-day readiness roadmap for applied AI engineering roles.
AI Lab 02 MCP Server
Практикум для руководителей: MCP-сервер как интеграционный слой между корпоративными системами и LLM, включая риск инъекций в данных
AutoML For RAG Public
AutoML for RAG — recommends, builds and evaluates custom RAG sub-environments; MCP server + Gradio web UI.
Spidey
Production-oriented autonomous coding agent: multi-agent workflows, sandboxed execution, code intelligence, and human approval gates.
VouqisVerify
Vouqis Verify (VouqisVerify) generates AI Change Evidence Packs from merged GitHub pull requests, with AI change classifications, CI checks, and reviewer evidence exported to Exce…
AI Workflow Orchestrator
Classifies and prioritises incoming tickets, emails and logs, applies an auditable rules engine, triggers actions safely, and exposes the pipeline to agents over MCP.
Agent Tool Audit
Audit AI agent tool manifests for least-privilege, schema, and capability-combination risks.
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.
Complete AI Engineer Roadmap RNZ
A foundation-first roadmap for becoming an AI Engineer
Python And AI Engineering Mastery
Learn Python and AI engineering through 152 milestones, 608 worked exercises, browser Python labs, daily practice, and independence tracking.
Deadwax
An agentic music librarian with a deterministic validator, a repair loop, and a measured eval suite. LLM tool use, RAG, tracing and MCP.
Proofdesk Showcase
Architecture and engineering decisions behind Proofdesk, a live showcase of citation-grounded RAG, confidence-based agent routing, and MCP integration.
Forge Lite
A lean Claude Code build system that turns a written spec into a working React app. 31 capability playbooks, 25 system docs, zero infrastructure — a library of context, not a plat…
Claude Code Production Starter
Production-ready Claude Code starter — persistent context, reusable workflows, MCP setup, safety hooks & Node.js example | AI Engineering | LLMOps | DevOps
Rigforge
Catch your AI coding agent when it lies about "done." Cryptographically signed ProofPackets make agent output re-verifiable — MCP + OpenTelemetry, MIT.
Multi Agent Rag MCP
Production-style multi-agent AI system with LangGraph, hybrid RAG, MCP, self-correction, human approval, observability, and RAGAS evaluation
Grimlock MCP Factory
Autonomous MCP Server Factory - Claude Code builds production-ready MCP servers over marathon development sprints with human oversight
Understanding LLMs
Understanding LLMs for Software Engineers: a systems-first, bilingual guide to LLM principles, mechanisms, and boundaries.
Marcelomiyake
Marcelo Miyake’s GitHub profile — software architecture, distributed systems, mission-critical software, and AI engineering.
Agents AI
Agentes LangGraph com HITL via interrupt(), MCP server custom e evals LLM-as-judge — multi-provider (Claude, OpenAI, Ollama)
Paperline
AI document intelligence SaaS with cited retrieval, structured extraction, workspace boundaries, MCP tools, evaluation, and release evidence.
Multi Agent Workflow Platform
Case study: live AI consultant — typed conversation graph, source-grounded knowledge, reviewer-gated utterances, in-process cost guardian.
Engineering Knowledge
Local-first engineering knowledge retrieval with deterministic ingestion, provenance, hybrid search, reproducible evaluation, CLI, and read-only MCP.
AI Native Harness
My AI-native development playbook — AGENTS.md conventions, agent skills (milestones, verify-before-push), and git worktree strategies for parallel agent sessions
Kubera Learning
Learning and experimentation repository for Python, GitHub workflows and applied AI engineering.
AI Notes
Note personali di un percorso di studio sull'AI Engineering: architetture, strumenti, pattern e Model Context Protocol. Materiale in italiano, costruito sul campo mentre sviluppav…
Grimlock MCP Factory
Autonomous MCP Server Factory - Claude Code builds production-ready MCP servers over marathon development sprints with human oversight
Notes
An MCP server exposing read-only, sandboxed tools over a markdown notes vault. Path-traversal protection and search logic are unit-tested; the MCP wiring is a thin adapter. TypeSc…
Portfolio
Este repositório reúne produtos e soluções de IA end-to-end, conectando especificações de design, engenharia de agentes autônomos e arquitetura full-stack para transformar desafio…
AI Engineer Vault
Build production-ready AI systems with vendor-neutral patterns for LLMs, retrieval, and agents.
AI Engineering 2026
A complete curriculum for becoming an AI engineer in 2026 — from what is an LLM to shipping production agents. No deep math. agentskills.io, MCP, A2A, LangGraph, evals, harness en…
Meta Harness
Self-bootstrapping Agent engineering framework: intent → tasks → 7-layer runnable project → agent topology → evolution engine.
Abanoub Rodolf
Founder and engineering lead at ThynkQ. Production AI systems, MCP security, and developer infrastructure.
Ci Triage Pipeline
LLM-powered CI failure triage: few-shot classification of build failures (regression / flaky / transient / infra) with a held-out eval harness. Python + Anthropic API.